id
stringlengths 36
36
| images
images listlengths 1
1
| conversations
listlengths 4
4
| question
stringclasses 1
value | CheXFound
dict | torchxrayvision
dict | UniChest
dict |
|---|---|---|---|---|---|---|
55979d41-21bf-4bae-ac9a-9a74ec264673
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(M)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.006626199930906296,
"Atelectasis": 0.01280670240521431,
"Azygos Lobe": 0.0000016716181789888651,
"Calcification of the Aorta": 0.0000032893387924559647,
"Cardiomegaly": 0.28464287519454956,
"Clavicle Fracture": 0.000009424365998711437,
"Consolidation": 0.01584038697183132,
"Edema": 0.02815832383930683,
"Emphysema": 0.000020326764570199884,
"Enlarged Cardiomediastinum": 0.13040143251419067,
"Fibrosis": 0.000127253879327327,
"Fissure": 0.00004938344864058308,
"Fracture": 0.0029584034346044064,
"Granuloma": 0.003108452772721648,
"Hernia": 0.00104215566534549,
"Hydropneumothorax": 0.000005774650617240695,
"Infarction": 0.000681183417327702,
"Infiltration": 0.05732443928718567,
"Kyphosis": 4.48746995118654e-8,
"Lobar Atelectasis": 0.00001769828304531984,
"Lung Lesion": 0.015580735169351101,
"Lung Opacity": 0.017530281096696854,
"Mass": 0.0015988408122211695,
"Nodule": 0.006237599067389965,
"Normal": 0.47389164566993713,
"Pleural Effusion": 0.02673708274960518,
"Pleural Other": 0.0000454784239991568,
"Pleural Thickening": 0.00018613060819916427,
"Pneumomediastinum": 0.00006702318205498159,
"Pneumonia": 0.1377517282962799,
"Pneumoperitoneum": 0.00028320535784587264,
"Pneumothorax": 0.3077731728553772,
"Pulmonary Embolism": 0.0059113577008247375,
"Pulmonary Hypertension": 0.00018704310059547424,
"Rib Fracture": 0.0013137257192283869,
"Round(ed) Atelectasis": 6.197658990458876e-7,
"Subcutaneous Emphysema": 0.0000056080607464537024,
"Support Devices": 0.9619842171669006,
"Tortuous Aorta": 0.00003541506885085255,
"Tuberculosis": 0.009954161942005157
}
|
{
"Atelectasis": 0.07550490647554398,
"Cardiomegaly": 0.053863488137722015,
"Consolidation": 0.14624780416488647,
"Edema": 0.014649325050413609,
"Effusion": 0.032770849764347076,
"Emphysema": 0.029690437018871307,
"Enlarged Cardiomediastinum": 0.13947966694831848,
"Fibrosis": 0.2762518525123596,
"Fracture": 0.13367146253585815,
"Hernia": 0.00023682336905039847,
"Infiltration": 0.543235182762146,
"Lung Lesion": 0.09696121513843536,
"Lung Opacity": 0.08933252841234207,
"Mass": 0.3397940397262573,
"Nodule": 0.3194546103477478,
"Pleural_Thickening": 0.06332527101039886,
"Pneumonia": 0.05692455545067787,
"Pneumothorax": 0.0904453918337822
}
|
{
"Atelectasis": 0.47271081805229187,
"Cardiomegaly": 0.4970417022705078,
"Consolidation": 0.4304513931274414,
"Edema": 0.3656826913356781,
"Enlarged Cardiomediastinum": 0.5779201984405518,
"Fracture": 0.4143615961074829,
"Lung Lesion": 0.40876305103302,
"Lung Opacity": 0.448404997587204,
"No Finding": 0.9746962189674377,
"Pleural Effusion": 0.4946739673614502,
"Pleural Other": 0.40193498134613037,
"Pneumonia": 0.41841554641723633,
"Pneumothorax": 0.40428680181503296,
"Support Devices": 0.9998753070831299
}
|
|
0a0530bb-9f20-4f07-8a37-c37a912b3284
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(F) Fracture"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.040910132229328156,
"Atelectasis": 0.18964488804340363,
"Azygos Lobe": 0.000006559895609825617,
"Calcification of the Aorta": 0.0000029028324206592515,
"Cardiomegaly": 0.1921352595090866,
"Clavicle Fracture": 0.000020908630176563747,
"Consolidation": 0.024932490661740303,
"Edema": 0.015213282778859138,
"Emphysema": 0.00024184076755773276,
"Enlarged Cardiomediastinum": 0.18069115281105042,
"Fibrosis": 0.0016541824443265796,
"Fissure": 0.0050122481770813465,
"Fracture": 0.022849993780255318,
"Granuloma": 0.0244461540132761,
"Hernia": 0.006524937693029642,
"Hydropneumothorax": 0.0000024072407995845424,
"Infarction": 0.00024778128135949373,
"Infiltration": 0.11425037682056427,
"Kyphosis": 5.056014060755842e-7,
"Lobar Atelectasis": 0.000011075376278313342,
"Lung Lesion": 0.006920455954968929,
"Lung Opacity": 0.3950134217739105,
"Mass": 0.014737666584551334,
"Nodule": 0.03220388665795326,
"Normal": 0.42438822984695435,
"Pleural Effusion": 0.0318928100168705,
"Pleural Other": 0.0009126659133471549,
"Pleural Thickening": 0.0029036577325314283,
"Pneumomediastinum": 0.0018154156859964132,
"Pneumonia": 0.3126619756221771,
"Pneumoperitoneum": 0.00020400133507791907,
"Pneumothorax": 0.052691832184791565,
"Pulmonary Embolism": 0.007403375115245581,
"Pulmonary Hypertension": 0.00034938595490530133,
"Rib Fracture": 0.031956009566783905,
"Round(ed) Atelectasis": 0.0000023027057522995165,
"Subcutaneous Emphysema": 0.000009919605872710235,
"Support Devices": 0.055850960314273834,
"Tortuous Aorta": 0.000014309282960311975,
"Tuberculosis": 0.02144755609333515
}
|
{
"Atelectasis": 0.46439456939697266,
"Cardiomegaly": 0.06796348839998245,
"Consolidation": 0.24140207469463348,
"Edema": 0.049865007400512695,
"Effusion": 0.09953493624925613,
"Emphysema": 0.34048157930374146,
"Enlarged Cardiomediastinum": 0.19010525941848755,
"Fibrosis": 0.5377300977706909,
"Fracture": 0.3578195571899414,
"Hernia": 0.017077988013625145,
"Infiltration": 0.5465946197509766,
"Lung Lesion": 0.15952607989311218,
"Lung Opacity": 0.26925399899482727,
"Mass": 0.3836989104747772,
"Nodule": 0.5107553005218506,
"Pleural_Thickening": 0.4118055999279022,
"Pneumonia": 0.16288875043392181,
"Pneumothorax": 0.420764684677124
}
|
{
"Atelectasis": 0.5797622203826904,
"Cardiomegaly": 0.617770791053772,
"Consolidation": 0.5239440202713013,
"Edema": 0.3513622581958771,
"Enlarged Cardiomediastinum": 0.6095753908157349,
"Fracture": 0.4996448755264282,
"Lung Lesion": 0.41070321202278137,
"Lung Opacity": 0.5509961247444153,
"No Finding": 0.9693337678909302,
"Pleural Effusion": 0.516308605670929,
"Pleural Other": 0.4559352993965149,
"Pneumonia": 0.5463334321975708,
"Pneumothorax": 0.4237922430038452,
"Support Devices": 0.5907351970672607
}
|
|
4d096e7a-825f-4086-8be0-6340abf958a4
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: yes\ninfiltration: no\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(I) Pleural effusion"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.017072871327400208,
"Atelectasis": 0.7055467367172241,
"Azygos Lobe": 0.000013251265045255423,
"Calcification of the Aorta": 0.0000031633267099095974,
"Cardiomegaly": 0.42532745003700256,
"Clavicle Fracture": 0.000022431649995269254,
"Consolidation": 0.10353751480579376,
"Edema": 0.03881654888391495,
"Emphysema": 0.005007327999919653,
"Enlarged Cardiomediastinum": 0.10439036041498184,
"Fibrosis": 0.000026676545530790463,
"Fissure": 0.005190663039684296,
"Fracture": 0.0016295849345624447,
"Granuloma": 0.0010034278966486454,
"Hernia": 0.0006423104205168784,
"Hydropneumothorax": 0.08288155496120453,
"Infarction": 0.0021281486842781305,
"Infiltration": 0.05545395240187645,
"Kyphosis": 5.957439839221479e-7,
"Lobar Atelectasis": 0.0035359046887606382,
"Lung Lesion": 0.05072788521647453,
"Lung Opacity": 0.27663829922676086,
"Mass": 0.03885230794548988,
"Nodule": 0.06568840891122818,
"Normal": 0.02576424367725849,
"Pleural Effusion": 0.7908740639686584,
"Pleural Other": 0.0005780575447715819,
"Pleural Thickening": 0.006444294471293688,
"Pneumomediastinum": 0.0006871435907669365,
"Pneumonia": 0.030614634975790977,
"Pneumoperitoneum": 0.0004578155931085348,
"Pneumothorax": 0.3287440836429596,
"Pulmonary Embolism": 0.003051659557968378,
"Pulmonary Hypertension": 0.00012267375132068992,
"Rib Fracture": 0.00012573230196721852,
"Round(ed) Atelectasis": 0.0005269756074994802,
"Subcutaneous Emphysema": 0.007507859263569117,
"Support Devices": 0.9302393198013306,
"Tortuous Aorta": 0.000887972884811461,
"Tuberculosis": 0.007161903660744429
}
|
{
"Atelectasis": 0.790419340133667,
"Cardiomegaly": 0.7138559222221375,
"Consolidation": 0.7763952016830444,
"Edema": 0.599297285079956,
"Effusion": 0.8668886423110962,
"Emphysema": 0.5036302804946899,
"Enlarged Cardiomediastinum": 0.6593115329742432,
"Fibrosis": 0.53569495677948,
"Fracture": 0.536891758441925,
"Hernia": 0.011446502059698105,
"Infiltration": 0.6074351072311401,
"Lung Lesion": 0.7623727321624756,
"Lung Opacity": 0.8516991138458252,
"Mass": 0.6834680438041687,
"Nodule": 0.5688350200653076,
"Pleural_Thickening": 0.5188148617744446,
"Pneumonia": 0.608994722366333,
"Pneumothorax": 0.5301130414009094
}
|
{
"Atelectasis": 0.814825177192688,
"Cardiomegaly": 0.4693930149078369,
"Consolidation": 0.6651589870452881,
"Edema": 0.4444446265697479,
"Enlarged Cardiomediastinum": 0.48227834701538086,
"Fracture": 0.4029819369316101,
"Lung Lesion": 0.5910663604736328,
"Lung Opacity": 0.7581685781478882,
"No Finding": 0.5265101790428162,
"Pleural Effusion": 0.8264200687408447,
"Pleural Other": 0.40705791115760803,
"Pneumonia": 0.49690496921539307,
"Pneumothorax": 0.5601489543914795,
"Support Devices": 0.9035791158676147
}
|
|
2496c5c8-260c-4df4-a8b6-3d09212f9705
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(B) Cardiomegaly"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.002094537951052189,
"Atelectasis": 0.19009551405906677,
"Azygos Lobe": 0.000004990513389202533,
"Calcification of the Aorta": 0.12087231129407883,
"Cardiomegaly": 0.8587583899497986,
"Clavicle Fracture": 0.00007240663398988545,
"Consolidation": 0.019154708832502365,
"Edema": 0.22723905742168427,
"Emphysema": 0.0012807594612240791,
"Enlarged Cardiomediastinum": 0.20578224956989288,
"Fibrosis": 0.0009000426507554948,
"Fissure": 0.0014299877220764756,
"Fracture": 0.11261708289384842,
"Granuloma": 0.0021384849678725004,
"Hernia": 0.00465373182669282,
"Hydropneumothorax": 0.000007650154657312669,
"Infarction": 0.005719233304262161,
"Infiltration": 0.05188412219285965,
"Kyphosis": 0.0005695049767382443,
"Lobar Atelectasis": 0.000015497167623834684,
"Lung Lesion": 0.0002830922603607178,
"Lung Opacity": 0.08781638741493225,
"Mass": 0.003150028409436345,
"Nodule": 0.0012936051934957504,
"Normal": 0.09843844920396805,
"Pleural Effusion": 0.06567231565713882,
"Pleural Other": 0.02128358744084835,
"Pleural Thickening": 0.02184349298477173,
"Pneumomediastinum": 0.00016457699530292302,
"Pneumonia": 0.23351256549358368,
"Pneumoperitoneum": 0.000021007344912504777,
"Pneumothorax": 0.011955284513533115,
"Pulmonary Embolism": 0.0030875205993652344,
"Pulmonary Hypertension": 0.0030337381176650524,
"Rib Fracture": 0.08088011294603348,
"Round(ed) Atelectasis": 0.0001083689130609855,
"Subcutaneous Emphysema": 0.0000010455279380039428,
"Support Devices": 0.811159074306488,
"Tortuous Aorta": 0.017138876020908356,
"Tuberculosis": 0.000027585365387494676
}
|
{
"Atelectasis": 0.6591839790344238,
"Cardiomegaly": 0.7552997469902039,
"Consolidation": 0.518115758895874,
"Edema": 0.5446614027023315,
"Effusion": 0.5476046204566956,
"Emphysema": 0.5010887980461121,
"Enlarged Cardiomediastinum": 0.534292459487915,
"Fibrosis": 0.5351638793945312,
"Fracture": 0.5042147636413574,
"Hernia": 0.01829739846289158,
"Infiltration": 0.5401463508605957,
"Lung Lesion": 0.5318191051483154,
"Lung Opacity": 0.577286958694458,
"Mass": 0.41533246636390686,
"Nodule": 0.5018633604049683,
"Pleural_Thickening": 0.3280556797981262,
"Pneumonia": 0.5074419975280762,
"Pneumothorax": 0.33447617292404175
}
|
{
"Atelectasis": 0.6651488542556763,
"Cardiomegaly": 0.8797848224639893,
"Consolidation": 0.4988025724887848,
"Edema": 0.4905150532722473,
"Enlarged Cardiomediastinum": 0.7777450084686279,
"Fracture": 0.613815188407898,
"Lung Lesion": 0.45849403738975525,
"Lung Opacity": 0.5574525594711304,
"No Finding": 0.567047119140625,
"Pleural Effusion": 0.6768447160720825,
"Pleural Other": 0.6391708254814148,
"Pneumonia": 0.4326152503490448,
"Pneumothorax": 0.4224885106086731,
"Support Devices": 0.9184145927429199
}
|
|
eda341c4-b1cf-48fd-aa2d-807f37129b4c
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: yes\nlung opacity: no\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(H)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.005806880071759224,
"Atelectasis": 0.01300575491040945,
"Azygos Lobe": 0.0005249319365248084,
"Calcification of the Aorta": 0.009635367430746555,
"Cardiomegaly": 0.04744071513414383,
"Clavicle Fracture": 0.00039591261884197593,
"Consolidation": 0.05202207714319229,
"Edema": 0.009427694603800774,
"Emphysema": 0.2709936499595642,
"Enlarged Cardiomediastinum": 0.19822676479816437,
"Fibrosis": 0.07582671195268631,
"Fissure": 0.0037587301339954138,
"Fracture": 0.04345396161079407,
"Granuloma": 0.033494241535663605,
"Hernia": 0.014197062700986862,
"Hydropneumothorax": 0.000006147081421659095,
"Infarction": 0.003045629244297743,
"Infiltration": 0.1047338917851448,
"Kyphosis": 0.04512238875031471,
"Lobar Atelectasis": 0.00013703321747016162,
"Lung Lesion": 0.013203454203903675,
"Lung Opacity": 0.7569388151168823,
"Mass": 0.020267071202397346,
"Nodule": 0.1094575747847557,
"Normal": 0.06009494513273239,
"Pleural Effusion": 0.09544441103935242,
"Pleural Other": 0.12062671035528183,
"Pleural Thickening": 0.3051775097846985,
"Pneumomediastinum": 0.0000916075732675381,
"Pneumonia": 0.25625303387641907,
"Pneumoperitoneum": 0.00006572322308784351,
"Pneumothorax": 0.009931578300893307,
"Pulmonary Embolism": 0.003795019816607237,
"Pulmonary Hypertension": 0.0013804230839014053,
"Rib Fracture": 0.03901974484324455,
"Round(ed) Atelectasis": 0.00048171653179451823,
"Subcutaneous Emphysema": 0.0000018065088625007775,
"Support Devices": 0.046488046646118164,
"Tortuous Aorta": 0.00013896489690523595,
"Tuberculosis": 0.04008154198527336
}
|
{
"Atelectasis": 0.2282421588897705,
"Cardiomegaly": 0.5069741606712341,
"Consolidation": 0.3018990755081177,
"Edema": 0.08272691071033478,
"Effusion": 0.3347817063331604,
"Emphysema": 0.5599080920219421,
"Enlarged Cardiomediastinum": 0.36671218276023865,
"Fibrosis": 0.5379737615585327,
"Fracture": 0.5233827829360962,
"Hernia": 0.10184470564126968,
"Infiltration": 0.5128785967826843,
"Lung Lesion": 0.42171886563301086,
"Lung Opacity": 0.4842590391635895,
"Mass": 0.5004454255104065,
"Nodule": 0.5141055583953857,
"Pleural_Thickening": 0.5164918899536133,
"Pneumonia": 0.12310067564249039,
"Pneumothorax": 0.5106375813484192
}
|
{
"Atelectasis": 0.5343840718269348,
"Cardiomegaly": 0.45929524302482605,
"Consolidation": 0.6054267883300781,
"Edema": 0.4004136025905609,
"Enlarged Cardiomediastinum": 0.7580894231796265,
"Fracture": 0.6003403663635254,
"Lung Lesion": 0.569607675075531,
"Lung Opacity": 0.721421480178833,
"No Finding": 0.6859022378921509,
"Pleural Effusion": 0.6223044991493225,
"Pleural Other": 0.8099372386932373,
"Pneumonia": 0.5441476106643677,
"Pneumothorax": 0.6301922798156738,
"Support Devices": 0.7046935558319092
}
|
|
5c66efa2-eff7-4fa5-bf6f-8f8134c5b9aa
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: yes\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(B) Cardiomegaly"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.005128052085638046,
"Atelectasis": 0.2758753299713135,
"Azygos Lobe": 3.672062405257748e-7,
"Calcification of the Aorta": 4.927525765197061e-7,
"Cardiomegaly": 0.8414790034294128,
"Clavicle Fracture": 0.000010932439181488007,
"Consolidation": 0.03473891690373421,
"Edema": 0.11512815952301025,
"Emphysema": 0.0004697093099821359,
"Enlarged Cardiomediastinum": 0.2566545903682709,
"Fibrosis": 0.00001174569933937164,
"Fissure": 0.0000419114985561464,
"Fracture": 0.15218012034893036,
"Granuloma": 0.012371736578643322,
"Hernia": 0.0008245924836955965,
"Hydropneumothorax": 1.6509997635694162e-7,
"Infarction": 0.001071233651600778,
"Infiltration": 0.04862255975604057,
"Kyphosis": 0.00026596186216920614,
"Lobar Atelectasis": 0.00001422102013748372,
"Lung Lesion": 0.0007310952642001212,
"Lung Opacity": 0.21804146468639374,
"Mass": 0.013857129961252213,
"Nodule": 0.020476706326007843,
"Normal": 0.19119934737682343,
"Pleural Effusion": 0.020315373316407204,
"Pleural Other": 0.00019598241487983614,
"Pleural Thickening": 0.000055027321650413796,
"Pneumomediastinum": 0.0010555972112342715,
"Pneumonia": 0.27931544184684753,
"Pneumoperitoneum": 0.00018720531079452485,
"Pneumothorax": 0.0299154631793499,
"Pulmonary Embolism": 0.0018244722159579396,
"Pulmonary Hypertension": 0.00005235441494733095,
"Rib Fracture": 0.26888781785964966,
"Round(ed) Atelectasis": 1.0017598306433229e-8,
"Subcutaneous Emphysema": 9.154949793810374e-7,
"Support Devices": 0.02971896156668663,
"Tortuous Aorta": 0.012792849913239479,
"Tuberculosis": 0.0011136708781123161
}
|
{
"Atelectasis": 0.5284569263458252,
"Cardiomegaly": 0.6000112295150757,
"Consolidation": 0.5055547952651978,
"Edema": 0.5588997006416321,
"Effusion": 0.26975950598716736,
"Emphysema": 0.17868556082248688,
"Enlarged Cardiomediastinum": 0.5540570020675659,
"Fibrosis": 0.5074223279953003,
"Fracture": 0.3184356093406677,
"Hernia": 0.0038841983769088984,
"Infiltration": 0.5692551136016846,
"Lung Lesion": 0.34458693861961365,
"Lung Opacity": 0.6323118805885315,
"Mass": 0.5032706260681152,
"Nodule": 0.5028181076049805,
"Pleural_Thickening": 0.07932986319065094,
"Pneumonia": 0.5010833740234375,
"Pneumothorax": 0.28587573766708374
}
|
{
"Atelectasis": 0.6091083288192749,
"Cardiomegaly": 0.8691146373748779,
"Consolidation": 0.4904826879501343,
"Edema": 0.5369762182235718,
"Enlarged Cardiomediastinum": 0.8347716331481934,
"Fracture": 0.4076060652732849,
"Lung Lesion": 0.4031386971473694,
"Lung Opacity": 0.600023627281189,
"No Finding": 0.6780534982681274,
"Pleural Effusion": 0.5191939473152161,
"Pleural Other": 0.43112194538116455,
"Pneumonia": 0.47255706787109375,
"Pneumothorax": 0.3919559121131897,
"Support Devices": 0.5159885287284851
}
|
|
ded04b94-1235-4d6b-ba24-2fcd38ba1d14
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(H)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.023014282807707787,
"Atelectasis": 0.0812879130244255,
"Azygos Lobe": 0.0000010625457207424915,
"Calcification of the Aorta": 0.00012055809929734096,
"Cardiomegaly": 0.3859730660915375,
"Clavicle Fracture": 0.0000027641758606478106,
"Consolidation": 0.26014000177383423,
"Edema": 0.7092522978782654,
"Emphysema": 0.0017772744176909328,
"Enlarged Cardiomediastinum": 0.12034036219120026,
"Fibrosis": 0.00034047639928758144,
"Fissure": 0.0010184014681726694,
"Fracture": 0.008126076310873032,
"Granuloma": 0.008838715963065624,
"Hernia": 0.00026577123207971454,
"Hydropneumothorax": 7.5588282300032e-8,
"Infarction": 0.0014076358638703823,
"Infiltration": 0.19403237104415894,
"Kyphosis": 7.875755159147957e-8,
"Lobar Atelectasis": 0.00017594727978575975,
"Lung Lesion": 0.004111830610781908,
"Lung Opacity": 0.7032912969589233,
"Mass": 0.023613668978214264,
"Nodule": 0.03866153955459595,
"Normal": 0.009918665513396263,
"Pleural Effusion": 0.10222641378641129,
"Pleural Other": 0.0001929445716086775,
"Pleural Thickening": 0.0008634419646114111,
"Pneumomediastinum": 0.00031966890674084425,
"Pneumonia": 0.5657526254653931,
"Pneumoperitoneum": 0.000007728272066742647,
"Pneumothorax": 0.0025004688650369644,
"Pulmonary Embolism": 0.02373581752181053,
"Pulmonary Hypertension": 0.002795478329062462,
"Rib Fracture": 0.0008997622062452137,
"Round(ed) Atelectasis": 7.07794811205531e-7,
"Subcutaneous Emphysema": 0.000004200249350105878,
"Support Devices": 0.047982197254896164,
"Tortuous Aorta": 0.007798510603606701,
"Tuberculosis": 0.007829874753952026
}
|
{
"Atelectasis": 0.5087212324142456,
"Cardiomegaly": 0.501773476600647,
"Consolidation": 0.3350829780101776,
"Edema": 0.531556248664856,
"Effusion": 0.1913469284772873,
"Emphysema": 0.5010969042778015,
"Enlarged Cardiomediastinum": 0.5010021924972534,
"Fibrosis": 0.5122106671333313,
"Fracture": 0.32946300506591797,
"Hernia": 0.007255480624735355,
"Infiltration": 0.5610755681991577,
"Lung Lesion": 0.31123512983322144,
"Lung Opacity": 0.520291268825531,
"Mass": 0.5177723169326782,
"Nodule": 0.5115389823913574,
"Pleural_Thickening": 0.30969536304473877,
"Pneumonia": 0.44883355498313904,
"Pneumothorax": 0.29300788044929504
}
|
{
"Atelectasis": 0.5315865278244019,
"Cardiomegaly": 0.6692492365837097,
"Consolidation": 0.700605034828186,
"Edema": 0.7282736301422119,
"Enlarged Cardiomediastinum": 0.719059944152832,
"Fracture": 0.40521731972694397,
"Lung Lesion": 0.5883829593658447,
"Lung Opacity": 0.7472923994064331,
"No Finding": 0.5951374769210815,
"Pleural Effusion": 0.5588431358337402,
"Pleural Other": 0.4396141469478607,
"Pneumonia": 0.6565492153167725,
"Pneumothorax": 0.4151550531387329,
"Support Devices": 0.6468730568885803
}
|
|
ce0886b6-87c4-4d1c-954b-c5ddd7288163
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: yes\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: yes\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(D) Edema"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.0012132959673181176,
"Atelectasis": 0.47048118710517883,
"Azygos Lobe": 0.00021718814969062805,
"Calcification of the Aorta": 0.005241386592388153,
"Cardiomegaly": 0.6655923128128052,
"Clavicle Fracture": 0.000014711148651258554,
"Consolidation": 0.2718646824359894,
"Edema": 0.31429412961006165,
"Emphysema": 0.2781906723976135,
"Enlarged Cardiomediastinum": 0.1852162927389145,
"Fibrosis": 0.00555244367569685,
"Fissure": 0.09878772497177124,
"Fracture": 0.21488478779792786,
"Granuloma": 0.005928255617618561,
"Hernia": 0.0076200165785849094,
"Hydropneumothorax": 0.004540566820651293,
"Infarction": 0.0022127367556095123,
"Infiltration": 0.07482443749904633,
"Kyphosis": 5.852763962366225e-8,
"Lobar Atelectasis": 0.0012735389173030853,
"Lung Lesion": 0.02823381870985031,
"Lung Opacity": 0.7044109106063843,
"Mass": 0.017055772244930267,
"Nodule": 0.12999746203422546,
"Normal": 0.04240979254245758,
"Pleural Effusion": 0.6442534923553467,
"Pleural Other": 0.0030450255144387484,
"Pleural Thickening": 0.031173046678304672,
"Pneumomediastinum": 0.018995225429534912,
"Pneumonia": 0.16679637134075165,
"Pneumoperitoneum": 0.0010072499280795455,
"Pneumothorax": 0.2799261510372162,
"Pulmonary Embolism": 0.007969203405082226,
"Pulmonary Hypertension": 0.0024678115732967854,
"Rib Fracture": 0.060597214847803116,
"Round(ed) Atelectasis": 0.0007695591193623841,
"Subcutaneous Emphysema": 0.038124844431877136,
"Support Devices": 0.7778977155685425,
"Tortuous Aorta": 0.12113391607999802,
"Tuberculosis": 0.012075255624949932
}
|
{
"Atelectasis": 0.6830813884735107,
"Cardiomegaly": 0.6244968175888062,
"Consolidation": 0.6146498918533325,
"Edema": 0.5781587958335876,
"Effusion": 0.7695443034172058,
"Emphysema": 0.5190249085426331,
"Enlarged Cardiomediastinum": 0.6683707237243652,
"Fibrosis": 0.5171663761138916,
"Fracture": 0.5348917245864868,
"Hernia": 0.07095271348953247,
"Infiltration": 0.5506011247634888,
"Lung Lesion": 0.688287079334259,
"Lung Opacity": 0.7504442930221558,
"Mass": 0.7187672853469849,
"Nodule": 0.5962876081466675,
"Pleural_Thickening": 0.5039281845092773,
"Pneumonia": 0.5473054647445679,
"Pneumothorax": 0.5197877883911133
}
|
{
"Atelectasis": 0.6562802791595459,
"Cardiomegaly": 0.7111637592315674,
"Consolidation": 0.6764640808105469,
"Edema": 0.6078003644943237,
"Enlarged Cardiomediastinum": 0.7376580834388733,
"Fracture": 0.5587835311889648,
"Lung Lesion": 0.6561949253082275,
"Lung Opacity": 0.8390798568725586,
"No Finding": 0.5477211475372314,
"Pleural Effusion": 0.8073531985282898,
"Pleural Other": 0.6003423929214478,
"Pneumonia": 0.605364203453064,
"Pneumothorax": 0.6267171502113342,
"Support Devices": 0.870596170425415
}
|
|
7eec6023-a49b-4d1a-ac69-06ff06fbeea4
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(M) Support devices"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.003516402095556259,
"Atelectasis": 0.09746125340461731,
"Azygos Lobe": 0.0000032985335565172136,
"Calcification of the Aorta": 0.00000833421199786244,
"Cardiomegaly": 0.24083465337753296,
"Clavicle Fracture": 0.0000122916544569307,
"Consolidation": 0.03295106440782547,
"Edema": 0.0700271874666214,
"Emphysema": 0.00002569530079199467,
"Enlarged Cardiomediastinum": 0.10772322863340378,
"Fibrosis": 0.0005835704505443573,
"Fissure": 0.0007056469330564141,
"Fracture": 0.005221007391810417,
"Granuloma": 0.048540662974119186,
"Hernia": 0.0005325525416992605,
"Hydropneumothorax": 2.1199254263137846e-7,
"Infarction": 0.0006275692721828818,
"Infiltration": 0.07550328224897385,
"Kyphosis": 0.00001635510488995351,
"Lobar Atelectasis": 0.00003957245280616917,
"Lung Lesion": 0.007744114380329847,
"Lung Opacity": 0.10422473400831223,
"Mass": 0.004870439413934946,
"Nodule": 0.04499015584588051,
"Normal": 0.5070896148681641,
"Pleural Effusion": 0.07566170394420624,
"Pleural Other": 0.0000970279288594611,
"Pleural Thickening": 0.00027291878359392285,
"Pneumomediastinum": 0.00010299598943674937,
"Pneumonia": 0.27403879165649414,
"Pneumoperitoneum": 0.0017390968278050423,
"Pneumothorax": 0.007201250176876783,
"Pulmonary Embolism": 0.0025709939654916525,
"Pulmonary Hypertension": 0.000039829639717936516,
"Rib Fracture": 0.0035630338825285435,
"Round(ed) Atelectasis": 1.506982982846239e-7,
"Subcutaneous Emphysema": 4.900293788523413e-7,
"Support Devices": 0.8211216330528259,
"Tortuous Aorta": 0.00001895663262985181,
"Tuberculosis": 0.01794908009469509
}
|
{
"Atelectasis": 0.3530285060405731,
"Cardiomegaly": 0.09010393917560577,
"Consolidation": 0.17425882816314697,
"Edema": 0.2078101485967636,
"Effusion": 0.11114475876092911,
"Emphysema": 0.40863823890686035,
"Enlarged Cardiomediastinum": 0.12443068623542786,
"Fibrosis": 0.511035680770874,
"Fracture": 0.3876868188381195,
"Hernia": 0.004299028776586056,
"Infiltration": 0.5660239458084106,
"Lung Lesion": 0.27412888407707214,
"Lung Opacity": 0.18643997609615326,
"Mass": 0.5012267827987671,
"Nodule": 0.5146985650062561,
"Pleural_Thickening": 0.20606769621372223,
"Pneumonia": 0.17809997498989105,
"Pneumothorax": 0.2589801847934723
}
|
{
"Atelectasis": 0.5689279437065125,
"Cardiomegaly": 0.5464606285095215,
"Consolidation": 0.47738492488861084,
"Edema": 0.45504090189933777,
"Enlarged Cardiomediastinum": 0.5307756662368774,
"Fracture": 0.6415177583694458,
"Lung Lesion": 0.4217185974121094,
"Lung Opacity": 0.5429378747940063,
"No Finding": 0.9355260133743286,
"Pleural Effusion": 0.4877113699913025,
"Pleural Other": 0.40413424372673035,
"Pneumonia": 0.4153831899166107,
"Pneumothorax": 0.43994608521461487,
"Support Devices": 0.9605802297592163
}
|
|
fba561ab-957e-4ff0-b30f-f49601a387b8
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: yes\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(F) Fracture"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.004423786886036396,
"Atelectasis": 0.6160873770713806,
"Azygos Lobe": 0.00009415567910764366,
"Calcification of the Aorta": 0.0053859008476138115,
"Cardiomegaly": 0.7130993008613586,
"Clavicle Fracture": 0.10195232927799225,
"Consolidation": 0.13912400603294373,
"Edema": 0.05269971489906311,
"Emphysema": 0.0006469371728599072,
"Enlarged Cardiomediastinum": 0.22085420787334442,
"Fibrosis": 0.0010358019499108195,
"Fissure": 0.040699589997529984,
"Fracture": 0.8969913125038147,
"Granuloma": 0.0035622362047433853,
"Hernia": 0.0012519158190116286,
"Hydropneumothorax": 0.04395639896392822,
"Infarction": 0.0027097512502223253,
"Infiltration": 0.014683407731354237,
"Kyphosis": 0.000003824499344773358,
"Lobar Atelectasis": 0.0003286625724285841,
"Lung Lesion": 0.056157566606998444,
"Lung Opacity": 0.3693680167198181,
"Mass": 0.010175938718020916,
"Nodule": 0.11312763392925262,
"Normal": 0.015338038094341755,
"Pleural Effusion": 0.92186039686203,
"Pleural Other": 0.028431041166186333,
"Pleural Thickening": 0.5782078504562378,
"Pneumomediastinum": 0.0012829877668991685,
"Pneumonia": 0.03302017226815224,
"Pneumoperitoneum": 0.0019548963755369186,
"Pneumothorax": 0.1888464242219925,
"Pulmonary Embolism": 0.008813595399260521,
"Pulmonary Hypertension": 0.0001161459440481849,
"Rib Fracture": 0.8159992098808289,
"Round(ed) Atelectasis": 0.052864015102386475,
"Subcutaneous Emphysema": 0.010886681266129017,
"Support Devices": 0.08713878691196442,
"Tortuous Aorta": 0.08879679441452026,
"Tuberculosis": 0.021284202113747597
}
|
{
"Atelectasis": 0.7977364659309387,
"Cardiomegaly": 0.7502678036689758,
"Consolidation": 0.6634694337844849,
"Edema": 0.5577141642570496,
"Effusion": 0.8870207667350769,
"Emphysema": 0.500827431678772,
"Enlarged Cardiomediastinum": 0.5836226940155029,
"Fibrosis": 0.5244299173355103,
"Fracture": 0.5322384834289551,
"Hernia": 0.3131655156612396,
"Infiltration": 0.567674994468689,
"Lung Lesion": 0.5528653264045715,
"Lung Opacity": 0.7355769872665405,
"Mass": 0.5553610324859619,
"Nodule": 0.5087519884109497,
"Pleural_Thickening": 0.5276259183883667,
"Pneumonia": 0.5598910450935364,
"Pneumothorax": 0.5167712569236755
}
|
{
"Atelectasis": 0.7241352796554565,
"Cardiomegaly": 0.6232742071151733,
"Consolidation": 0.5964973568916321,
"Edema": 0.3948845863342285,
"Enlarged Cardiomediastinum": 0.7255160212516785,
"Fracture": 0.7359890341758728,
"Lung Lesion": 0.6912497282028198,
"Lung Opacity": 0.7995021939277649,
"No Finding": 0.4649331867694855,
"Pleural Effusion": 0.8726948499679565,
"Pleural Other": 0.7080922722816467,
"Pneumonia": 0.4389674961566925,
"Pneumothorax": 0.5327450037002563,
"Support Devices": 0.5358818769454956
}
|
|
5578da63-30e9-4b7e-8321-747854a02d51
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: yes\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(F) Fracture"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.0017168524209409952,
"Atelectasis": 0.7019838690757751,
"Azygos Lobe": 0.000018541753888712265,
"Calcification of the Aorta": 0.008545853197574615,
"Cardiomegaly": 0.31024205684661865,
"Clavicle Fracture": 0.03371860459446907,
"Consolidation": 0.1666310876607895,
"Edema": 0.1508597880601883,
"Emphysema": 0.0016184842679649591,
"Enlarged Cardiomediastinum": 0.11646702140569687,
"Fibrosis": 0.00005603311365121044,
"Fissure": 0.003847522661089897,
"Fracture": 0.7567485570907593,
"Granuloma": 0.016963547095656395,
"Hernia": 0.001827601925469935,
"Hydropneumothorax": 0.00005564837556448765,
"Infarction": 0.00510982982814312,
"Infiltration": 0.04041954502463341,
"Kyphosis": 0.00013167834549676627,
"Lobar Atelectasis": 0.0003609535633586347,
"Lung Lesion": 0.006354188546538353,
"Lung Opacity": 0.4948461353778839,
"Mass": 0.016413098201155663,
"Nodule": 0.02206164225935936,
"Normal": 0.06645704060792923,
"Pleural Effusion": 0.6514938473701477,
"Pleural Other": 0.00169049808755517,
"Pleural Thickening": 0.03343107923865318,
"Pneumomediastinum": 0.0010473910951986909,
"Pneumonia": 0.171046182513237,
"Pneumoperitoneum": 0.0016212079208344221,
"Pneumothorax": 0.1767420917749405,
"Pulmonary Embolism": 0.021616365760564804,
"Pulmonary Hypertension": 0.0005431522149592638,
"Rib Fracture": 0.6734539270401001,
"Round(ed) Atelectasis": 0.0005500999395735562,
"Subcutaneous Emphysema": 0.0016017587622627616,
"Support Devices": 0.38584670424461365,
"Tortuous Aorta": 0.0020864298567175865,
"Tuberculosis": 0.0010101603111252189
}
|
{
"Atelectasis": 0.7016385793685913,
"Cardiomegaly": 0.5936031341552734,
"Consolidation": 0.5496405959129333,
"Edema": 0.519399881362915,
"Effusion": 0.605250358581543,
"Emphysema": 0.5040895342826843,
"Enlarged Cardiomediastinum": 0.5072034001350403,
"Fibrosis": 0.5232899188995361,
"Fracture": 0.5054352283477783,
"Hernia": 0.4055577218532562,
"Infiltration": 0.5819668769836426,
"Lung Lesion": 0.5078543424606323,
"Lung Opacity": 0.649988055229187,
"Mass": 0.5394158959388733,
"Nodule": 0.5231271982192993,
"Pleural_Thickening": 0.2637050747871399,
"Pneumonia": 0.514398455619812,
"Pneumothorax": 0.5034329891204834
}
|
{
"Atelectasis": 0.7903031706809998,
"Cardiomegaly": 0.7318322062492371,
"Consolidation": 0.6391860246658325,
"Edema": 0.4817366600036621,
"Enlarged Cardiomediastinum": 0.717303991317749,
"Fracture": 0.7033602595329285,
"Lung Lesion": 0.489804208278656,
"Lung Opacity": 0.6806701421737671,
"No Finding": 0.46168258786201477,
"Pleural Effusion": 0.850274920463562,
"Pleural Other": 0.4850012958049774,
"Pneumonia": 0.6015662550926208,
"Pneumothorax": 0.41330814361572266,
"Support Devices": 0.5907034873962402
}
|
|
f35829a4-05f5-470a-9a1b-645a39e70966
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: yes\nfibrosis: no\neffusion: no\npneumonia: yes\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(L) Pneumothorax"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.0005141015280969441,
"Atelectasis": 0.17607934772968292,
"Azygos Lobe": 7.53457982227701e-7,
"Calcification of the Aorta": 1.2854222575242602e-7,
"Cardiomegaly": 0.07318700104951859,
"Clavicle Fracture": 0.0000568335090065375,
"Consolidation": 0.01743701845407486,
"Edema": 0.004423679783940315,
"Emphysema": 0.23920054733753204,
"Enlarged Cardiomediastinum": 0.029789652675390244,
"Fibrosis": 0.0006211841246113181,
"Fissure": 0.0017243861220777035,
"Fracture": 0.0013619341189041734,
"Granuloma": 0.00020007639250252396,
"Hernia": 0.0010626884177327156,
"Hydropneumothorax": 0.32337671518325806,
"Infarction": 0.00010911175922956318,
"Infiltration": 0.011786997318267822,
"Kyphosis": 4.786938347933756e-7,
"Lobar Atelectasis": 0.000628395180683583,
"Lung Lesion": 0.04187089204788208,
"Lung Opacity": 0.09067367762327194,
"Mass": 0.011382616125047207,
"Nodule": 0.03654170781373978,
"Normal": 0.012847820296883583,
"Pleural Effusion": 0.7903890609741211,
"Pleural Other": 0.0035859697964042425,
"Pleural Thickening": 0.028952911496162415,
"Pneumomediastinum": 0.00045427997247315943,
"Pneumonia": 0.005260298494249582,
"Pneumoperitoneum": 0.00037515166332013905,
"Pneumothorax": 0.9232813119888306,
"Pulmonary Embolism": 0.0002415780327282846,
"Pulmonary Hypertension": 0.003449690295383334,
"Rib Fracture": 0.0001759222795953974,
"Round(ed) Atelectasis": 0.0033865610603243113,
"Subcutaneous Emphysema": 0.6086543202400208,
"Support Devices": 0.8204032778739929,
"Tortuous Aorta": 1.0840416564406041e-7,
"Tuberculosis": 0.0008880964014679193
}
|
{
"Atelectasis": 0.6565032005310059,
"Cardiomegaly": 0.5554753541946411,
"Consolidation": 0.5458015203475952,
"Edema": 0.5017951726913452,
"Effusion": 0.729062557220459,
"Emphysema": 0.5455814599990845,
"Enlarged Cardiomediastinum": 0.5119136571884155,
"Fibrosis": 0.5192890167236328,
"Fracture": 0.5365996360778809,
"Hernia": 0.3863268792629242,
"Infiltration": 0.5351596474647522,
"Lung Lesion": 0.536318302154541,
"Lung Opacity": 0.6038080453872681,
"Mass": 0.5378810167312622,
"Nodule": 0.515460729598999,
"Pleural_Thickening": 0.513335645198822,
"Pneumonia": 0.5292807817459106,
"Pneumothorax": 0.6338101625442505
}
|
{
"Atelectasis": 0.7106995582580566,
"Cardiomegaly": 0.3844578266143799,
"Consolidation": 0.5750136971473694,
"Edema": 0.39325568079948425,
"Enlarged Cardiomediastinum": 0.5819976329803467,
"Fracture": 0.3970075249671936,
"Lung Lesion": 0.4699501693248749,
"Lung Opacity": 0.7409530282020569,
"No Finding": 0.5342168807983398,
"Pleural Effusion": 0.8824195861816406,
"Pleural Other": 0.4882570207118988,
"Pneumonia": 0.4352245032787323,
"Pneumothorax": 0.9999198913574219,
"Support Devices": 0.8791364431381226
}
|
|
c1a3d7fa-b1fd-4eaa-a764-61eadd3f4cbb
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(B)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.011571449227631092,
"Atelectasis": 0.07799562811851501,
"Azygos Lobe": 0.000003947825007344363,
"Calcification of the Aorta": 0.000007707890290475916,
"Cardiomegaly": 0.8226649165153503,
"Clavicle Fracture": 0.0000024393775674980134,
"Consolidation": 0.023908937349915504,
"Edema": 0.09298861026763916,
"Emphysema": 0.000004002642981504323,
"Enlarged Cardiomediastinum": 0.13940198719501495,
"Fibrosis": 0.0006821955903433263,
"Fissure": 0.003022456308826804,
"Fracture": 0.005820942111313343,
"Granuloma": 0.006382067687809467,
"Hernia": 0.0018491053488105536,
"Hydropneumothorax": 8.173041265990832e-8,
"Infarction": 0.0016711679054424167,
"Infiltration": 0.1282852441072464,
"Kyphosis": 0.0009721603710204363,
"Lobar Atelectasis": 0.000016114496247610077,
"Lung Lesion": 0.0008315982995554805,
"Lung Opacity": 0.1889566332101822,
"Mass": 0.016162749379873276,
"Nodule": 0.007313110399991274,
"Normal": 0.12952934205532074,
"Pleural Effusion": 0.0318928100168705,
"Pleural Other": 0.0011579489801079035,
"Pleural Thickening": 0.0009593917056918144,
"Pneumomediastinum": 0.00033895261003635824,
"Pneumonia": 0.2748165726661682,
"Pneumoperitoneum": 0.00008052458724705502,
"Pneumothorax": 0.008573302067816257,
"Pulmonary Embolism": 0.016215814277529716,
"Pulmonary Hypertension": 0.00028296004165895283,
"Rib Fracture": 0.008504882454872131,
"Round(ed) Atelectasis": 5.058382157585584e-7,
"Subcutaneous Emphysema": 0.000003794610165641643,
"Support Devices": 0.23926761746406555,
"Tortuous Aorta": 0.0025058493483811617,
"Tuberculosis": 0.08268588036298752
}
|
{
"Atelectasis": 0.536529541015625,
"Cardiomegaly": 0.6186400651931763,
"Consolidation": 0.32031187415122986,
"Edema": 0.5026024580001831,
"Effusion": 0.3040103614330292,
"Emphysema": 0.43442800641059875,
"Enlarged Cardiomediastinum": 0.5033643245697021,
"Fibrosis": 0.5135604739189148,
"Fracture": 0.21091198921203613,
"Hernia": 0.10490689426660538,
"Infiltration": 0.5262854099273682,
"Lung Lesion": 0.15246504545211792,
"Lung Opacity": 0.4028832018375397,
"Mass": 0.35254520177841187,
"Nodule": 0.2944222390651703,
"Pleural_Thickening": 0.3925568461418152,
"Pneumonia": 0.10908498615026474,
"Pneumothorax": 0.10705024003982544
}
|
{
"Atelectasis": 0.5810483694076538,
"Cardiomegaly": 0.833372950553894,
"Consolidation": 0.4974881410598755,
"Edema": 0.41847825050354004,
"Enlarged Cardiomediastinum": 0.816398561000824,
"Fracture": 0.4997742176055908,
"Lung Lesion": 0.4301001727581024,
"Lung Opacity": 0.5385605096817017,
"No Finding": 0.678096354007721,
"Pleural Effusion": 0.5563598871231079,
"Pleural Other": 0.48403558135032654,
"Pneumonia": 0.4655347168445587,
"Pneumothorax": 0.3771286904811859,
"Support Devices": 0.8378555178642273
}
|
|
e87b5600-e56e-48be-8e6a-9a136b84bb24
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(E)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.02423029951751232,
"Atelectasis": 0.6139485836029053,
"Azygos Lobe": 0.000023075479475664906,
"Calcification of the Aorta": 0.00001806175714591518,
"Cardiomegaly": 0.5222993493080139,
"Clavicle Fracture": 0.000015782743503223173,
"Consolidation": 0.08507419377565384,
"Edema": 0.19172954559326172,
"Emphysema": 0.000004942599389323732,
"Enlarged Cardiomediastinum": 0.42734840512275696,
"Fibrosis": 0.00032236240804195404,
"Fissure": 0.006527250166982412,
"Fracture": 0.05676599591970444,
"Granuloma": 0.02398466318845749,
"Hernia": 0.0033432848285883665,
"Hydropneumothorax": 0.0000018894658069257275,
"Infarction": 0.0068639046512544155,
"Infiltration": 0.06637556850910187,
"Kyphosis": 3.786780382597499e-7,
"Lobar Atelectasis": 0.000292329175863415,
"Lung Lesion": 0.013512334786355495,
"Lung Opacity": 0.456678181886673,
"Mass": 0.018700750544667244,
"Nodule": 0.07116368412971497,
"Normal": 0.13331931829452515,
"Pleural Effusion": 0.10097846388816833,
"Pleural Other": 0.00011703568452503532,
"Pleural Thickening": 0.0010997934732586145,
"Pneumomediastinum": 0.001808350789360702,
"Pneumonia": 0.25681179761886597,
"Pneumoperitoneum": 0.00014694502169732004,
"Pneumothorax": 0.07001691311597824,
"Pulmonary Embolism": 0.03746926784515381,
"Pulmonary Hypertension": 0.0006154276197776198,
"Rib Fracture": 0.032016485929489136,
"Round(ed) Atelectasis": 0.00012768732267431915,
"Subcutaneous Emphysema": 0.00028981221839785576,
"Support Devices": 0.1729443520307541,
"Tortuous Aorta": 0.00804406963288784,
"Tuberculosis": 0.07067786157131195
}
|
{
"Atelectasis": 0.6579206585884094,
"Cardiomegaly": 0.7230753898620605,
"Consolidation": 0.5214916467666626,
"Edema": 0.7938553094863892,
"Effusion": 0.5842958688735962,
"Emphysema": 0.12568888068199158,
"Enlarged Cardiomediastinum": 0.5727514028549194,
"Fibrosis": 0.5215898752212524,
"Fracture": 0.5095236301422119,
"Hernia": 0.015008284710347652,
"Infiltration": 0.5947017669677734,
"Lung Lesion": 0.5216253995895386,
"Lung Opacity": 0.6963281035423279,
"Mass": 0.5011712312698364,
"Nodule": 0.36143001914024353,
"Pleural_Thickening": 0.10706670582294464,
"Pneumonia": 0.5529689192771912,
"Pneumothorax": 0.11556097120046616
}
|
{
"Atelectasis": 0.8445320129394531,
"Cardiomegaly": 0.6370518207550049,
"Consolidation": 0.5411103963851929,
"Edema": 0.5209153890609741,
"Enlarged Cardiomediastinum": 0.7481387853622437,
"Fracture": 0.6392184495925903,
"Lung Lesion": 0.4536585509777069,
"Lung Opacity": 0.5922591686248779,
"No Finding": 0.72824627161026,
"Pleural Effusion": 0.5454541444778442,
"Pleural Other": 0.4401516914367676,
"Pneumonia": 0.4223387837409973,
"Pneumothorax": 0.514149010181427,
"Support Devices": 0.702960193157196
}
|
|
498ea825-0cb2-4855-81e7-65d757b39448
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(K) Pneumonia"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.003516402095556259,
"Atelectasis": 0.3070099353790283,
"Azygos Lobe": 0.000010482642210263293,
"Calcification of the Aorta": 0.018621085211634636,
"Cardiomegaly": 0.15486571192741394,
"Clavicle Fracture": 0.00023737303854431957,
"Consolidation": 0.016780225560069084,
"Edema": 0.027839401736855507,
"Emphysema": 0.06037203222513199,
"Enlarged Cardiomediastinum": 0.2808230221271515,
"Fibrosis": 0.027889203280210495,
"Fissure": 0.0034102126955986023,
"Fracture": 0.09385842829942703,
"Granuloma": 0.024353167042136192,
"Hernia": 0.008760505355894566,
"Hydropneumothorax": 0.00032014958560466766,
"Infarction": 0.00516975112259388,
"Infiltration": 0.045556169003248215,
"Kyphosis": 0.00020714350102934986,
"Lobar Atelectasis": 0.00012773019261658192,
"Lung Lesion": 0.013935284689068794,
"Lung Opacity": 0.5322993993759155,
"Mass": 0.01653970032930374,
"Nodule": 0.15271274745464325,
"Normal": 0.21936266124248505,
"Pleural Effusion": 0.02435632236301899,
"Pleural Other": 0.014251924119889736,
"Pleural Thickening": 0.03219158202409744,
"Pneumomediastinum": 0.003603916382417083,
"Pneumonia": 0.20719733834266663,
"Pneumoperitoneum": 0.0006817614194005728,
"Pneumothorax": 0.16165032982826233,
"Pulmonary Embolism": 0.00861118733882904,
"Pulmonary Hypertension": 0.003343909280374646,
"Rib Fracture": 0.054360177367925644,
"Round(ed) Atelectasis": 0.00048549281200394034,
"Subcutaneous Emphysema": 0.00007924694364191964,
"Support Devices": 0.228593647480011,
"Tortuous Aorta": 0.05768952518701553,
"Tuberculosis": 0.0029980463441461325
}
|
{
"Atelectasis": 0.626796305179596,
"Cardiomegaly": 0.5128611326217651,
"Consolidation": 0.5241129398345947,
"Edema": 0.5016701221466064,
"Effusion": 0.5195746421813965,
"Emphysema": 0.5117185711860657,
"Enlarged Cardiomediastinum": 0.5368473529815674,
"Fibrosis": 0.5660648345947266,
"Fracture": 0.5237084627151489,
"Hernia": 0.02515747956931591,
"Infiltration": 0.5622172355651855,
"Lung Lesion": 0.596441388130188,
"Lung Opacity": 0.603569507598877,
"Mass": 0.5303581953048706,
"Nodule": 0.5213096141815186,
"Pleural_Thickening": 0.5165557861328125,
"Pneumonia": 0.5186635255813599,
"Pneumothorax": 0.5073435306549072
}
|
{
"Atelectasis": 0.6839413642883301,
"Cardiomegaly": 0.45661860704421997,
"Consolidation": 0.5718947052955627,
"Edema": 0.4302307665348053,
"Enlarged Cardiomediastinum": 0.6598014831542969,
"Fracture": 0.5468952059745789,
"Lung Lesion": 0.5816181898117065,
"Lung Opacity": 0.7118269801139832,
"No Finding": 0.7515699863433838,
"Pleural Effusion": 0.577693521976471,
"Pleural Other": 0.6831018924713135,
"Pneumonia": 0.4989478588104248,
"Pneumothorax": 0.5393133163452148,
"Support Devices": 0.6844998002052307
}
|
|
3d0221e8-9490-4dd5-aa10-eb4f7797e49c
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(K)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.013817738741636276,
"Atelectasis": 0.030009953305125237,
"Azygos Lobe": 0.0000030986859655968146,
"Calcification of the Aorta": 3.268668002931463e-9,
"Cardiomegaly": 0.04403247684240341,
"Clavicle Fracture": 0.000052562623750418425,
"Consolidation": 0.5707915425300598,
"Edema": 0.0026359267067164183,
"Emphysema": 0.0000035323214433446992,
"Enlarged Cardiomediastinum": 0.09409737586975098,
"Fibrosis": 0.000010611365723889321,
"Fissure": 0.022417942062020302,
"Fracture": 0.006290962919592857,
"Granuloma": 0.0005127525073476136,
"Hernia": 0.0007656534435227513,
"Hydropneumothorax": 1.2757938350205222e-7,
"Infarction": 0.08586390316486359,
"Infiltration": 0.08531255275011063,
"Kyphosis": 0.000009103052434511483,
"Lobar Atelectasis": 0.000021017163817305118,
"Lung Lesion": 0.000447036640252918,
"Lung Opacity": 0.7128787636756897,
"Mass": 0.0026642694137990475,
"Nodule": 0.008980173617601395,
"Normal": 0.0026681951712816954,
"Pleural Effusion": 0.016579262912273407,
"Pleural Other": 0.000022338765120366588,
"Pleural Thickening": 0.00011028710287064314,
"Pneumomediastinum": 0.0009839952690526843,
"Pneumonia": 0.8596509695053101,
"Pneumoperitoneum": 0.00019466124649625272,
"Pneumothorax": 0.0010981911327689886,
"Pulmonary Embolism": 0.027222195640206337,
"Pulmonary Hypertension": 0.000025716310119605623,
"Rib Fracture": 0.004278011620044708,
"Round(ed) Atelectasis": 0.0000011946293625442195,
"Subcutaneous Emphysema": 0.00015274123870767653,
"Support Devices": 0.016317225992679596,
"Tortuous Aorta": 0.000008679067832417786,
"Tuberculosis": 0.0030808993615210056
}
|
{
"Atelectasis": 0.3742738962173462,
"Cardiomegaly": 0.1728283017873764,
"Consolidation": 0.5048874616622925,
"Edema": 0.02780032530426979,
"Effusion": 0.29706427454948425,
"Emphysema": 0.5111058950424194,
"Enlarged Cardiomediastinum": 0.2833663821220398,
"Fibrosis": 0.5126583576202393,
"Fracture": 0.5057910680770874,
"Hernia": 0.04490960016846657,
"Infiltration": 0.5314816236495972,
"Lung Lesion": 0.5134445428848267,
"Lung Opacity": 0.3726945221424103,
"Mass": 0.6176538467407227,
"Nodule": 0.5561758279800415,
"Pleural_Thickening": 0.4835755527019501,
"Pneumonia": 0.33169275522232056,
"Pneumothorax": 0.510834813117981
}
|
{
"Atelectasis": 0.5413745045661926,
"Cardiomegaly": 0.3628649115562439,
"Consolidation": 0.7522181868553162,
"Edema": 0.337181955575943,
"Enlarged Cardiomediastinum": 0.47452548146247864,
"Fracture": 0.3859372138977051,
"Lung Lesion": 0.4728318154811859,
"Lung Opacity": 0.6575831770896912,
"No Finding": 0.5199744701385498,
"Pleural Effusion": 0.48026618361473083,
"Pleural Other": 0.4059852361679077,
"Pneumonia": 0.9238138794898987,
"Pneumothorax": 0.42534446716308594,
"Support Devices": 0.579946756362915
}
|
|
9e979b07-6d89-4e33-ad56-26bb8703809d
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(B) Cardiomegaly"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.02474348433315754,
"Atelectasis": 0.38025832176208496,
"Azygos Lobe": 0.000010731228030635975,
"Calcification of the Aorta": 0.008094732649624348,
"Cardiomegaly": 0.5461236834526062,
"Clavicle Fracture": 0.000015538056686636992,
"Consolidation": 0.024462051689624786,
"Edema": 0.192791149020195,
"Emphysema": 0.0001586162397870794,
"Enlarged Cardiomediastinum": 0.385038822889328,
"Fibrosis": 0.00007599065429531038,
"Fissure": 0.0015520472079515457,
"Fracture": 0.016405772417783737,
"Granuloma": 0.005702442489564419,
"Hernia": 0.0020947949960827827,
"Hydropneumothorax": 4.383919645079004e-7,
"Infarction": 0.0009200001950375736,
"Infiltration": 0.09524884074926376,
"Kyphosis": 0.0000012513746696640737,
"Lobar Atelectasis": 0.000046264576667454094,
"Lung Lesion": 0.008081374689936638,
"Lung Opacity": 0.2555726170539856,
"Mass": 0.03543204069137573,
"Nodule": 0.03565823659300804,
"Normal": 0.14794257283210754,
"Pleural Effusion": 0.34193986654281616,
"Pleural Other": 0.0001502717932453379,
"Pleural Thickening": 0.0007271902286447585,
"Pneumomediastinum": 0.00022318640549201518,
"Pneumonia": 0.2886475920677185,
"Pneumoperitoneum": 0.0002598899300210178,
"Pneumothorax": 0.011195763945579529,
"Pulmonary Embolism": 0.007907677441835403,
"Pulmonary Hypertension": 0.0005223552579991519,
"Rib Fracture": 0.011678471229970455,
"Round(ed) Atelectasis": 0.0000029567308956757188,
"Subcutaneous Emphysema": 0.00003277948417235166,
"Support Devices": 0.05101368576288223,
"Tortuous Aorta": 0.03513500094413757,
"Tuberculosis": 0.0026159449480473995
}
|
{
"Atelectasis": 0.667998731136322,
"Cardiomegaly": 0.6493545174598694,
"Consolidation": 0.5253315567970276,
"Edema": 0.5601462125778198,
"Effusion": 0.6028902530670166,
"Emphysema": 0.5017319917678833,
"Enlarged Cardiomediastinum": 0.5168346762657166,
"Fibrosis": 0.5217506885528564,
"Fracture": 0.512813925743103,
"Hernia": 0.014478471130132675,
"Infiltration": 0.5846766233444214,
"Lung Lesion": 0.5242033004760742,
"Lung Opacity": 0.6284884810447693,
"Mass": 0.5117768049240112,
"Nodule": 0.5304410457611084,
"Pleural_Thickening": 0.2593563497066498,
"Pneumonia": 0.5312669277191162,
"Pneumothorax": 0.5020976662635803
}
|
{
"Atelectasis": 0.7142716646194458,
"Cardiomegaly": 0.6802852153778076,
"Consolidation": 0.5644021034240723,
"Edema": 0.51051926612854,
"Enlarged Cardiomediastinum": 0.8183026313781738,
"Fracture": 0.5438819527626038,
"Lung Lesion": 0.45486870408058167,
"Lung Opacity": 0.6166948080062866,
"No Finding": 0.6726071834564209,
"Pleural Effusion": 0.7938917875289917,
"Pleural Other": 0.4251999258995056,
"Pneumonia": 0.4886389970779419,
"Pneumothorax": 0.44296228885650635,
"Support Devices": 0.6007542610168457
}
|
|
9fe46655-70e4-4706-b80a-3cdf9aeef58d
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(A) Atelectasis"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.009427922777831554,
"Atelectasis": 0.38100650906562805,
"Azygos Lobe": 0.000003538809096426121,
"Calcification of the Aorta": 0.000006390074304363225,
"Cardiomegaly": 0.23429033160209656,
"Clavicle Fracture": 0.00010452783317305148,
"Consolidation": 0.08267312496900558,
"Edema": 0.05338643491268158,
"Emphysema": 0.010299872606992722,
"Enlarged Cardiomediastinum": 0.1216907650232315,
"Fibrosis": 0.0011781433131545782,
"Fissure": 0.0007719289278611541,
"Fracture": 0.04673252999782562,
"Granuloma": 0.009476457722485065,
"Hernia": 0.0008950236369855702,
"Hydropneumothorax": 0.000007954899956530426,
"Infarction": 0.0015578764723613858,
"Infiltration": 0.059036679565906525,
"Kyphosis": 5.466854418045841e-7,
"Lobar Atelectasis": 0.00004773310138261877,
"Lung Lesion": 0.008664947934448719,
"Lung Opacity": 0.4095708727836609,
"Mass": 0.03267108276486397,
"Nodule": 0.0426182858645916,
"Normal": 0.27118420600891113,
"Pleural Effusion": 0.027146698907017708,
"Pleural Other": 0.00042629765812307596,
"Pleural Thickening": 0.0011170933721587062,
"Pneumomediastinum": 0.0013236601371318102,
"Pneumonia": 0.39762067794799805,
"Pneumoperitoneum": 0.00018144663772545755,
"Pneumothorax": 0.022063765674829483,
"Pulmonary Embolism": 0.02433134987950325,
"Pulmonary Hypertension": 0.0000779796828282997,
"Rib Fracture": 0.11252407729625702,
"Round(ed) Atelectasis": 0.00005323196091922,
"Subcutaneous Emphysema": 0.000028037908123224042,
"Support Devices": 0.8619500994682312,
"Tortuous Aorta": 0.000016469848560518585,
"Tuberculosis": 0.027165234088897705
}
|
{
"Atelectasis": 0.4135388135910034,
"Cardiomegaly": 0.27012744545936584,
"Consolidation": 0.3474794030189514,
"Edema": 0.18993017077445984,
"Effusion": 0.13668523728847504,
"Emphysema": 0.5060592293739319,
"Enlarged Cardiomediastinum": 0.24192258715629578,
"Fibrosis": 0.5604703426361084,
"Fracture": 0.26326069235801697,
"Hernia": 0.007880021817982197,
"Infiltration": 0.5616887211799622,
"Lung Lesion": 0.2725687623023987,
"Lung Opacity": 0.4851926863193512,
"Mass": 0.5101331472396851,
"Nodule": 0.5300943851470947,
"Pleural_Thickening": 0.3954981863498688,
"Pneumonia": 0.20673874020576477,
"Pneumothorax": 0.3758348822593689
}
|
{
"Atelectasis": 0.7581754922866821,
"Cardiomegaly": 0.45932814478874207,
"Consolidation": 0.5826719999313354,
"Edema": 0.42584580183029175,
"Enlarged Cardiomediastinum": 0.5106220245361328,
"Fracture": 0.4946189820766449,
"Lung Lesion": 0.5315746665000916,
"Lung Opacity": 0.6744458675384521,
"No Finding": 0.8753447532653809,
"Pleural Effusion": 0.49305620789527893,
"Pleural Other": 0.41429364681243896,
"Pneumonia": 0.5570153594017029,
"Pneumothorax": 0.42227494716644287,
"Support Devices": 0.9425946474075317
}
|
|
340284d4-6f77-4963-811d-22d72df9d497
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: yes\nedema: no\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(I) Pleural effusion"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.005607403349131346,
"Atelectasis": 0.5570201873779297,
"Azygos Lobe": 0.000006928627954039257,
"Calcification of the Aorta": 0.00003563993232091889,
"Cardiomegaly": 0.31349045038223267,
"Clavicle Fracture": 8.430276920989854e-7,
"Consolidation": 0.10703293979167938,
"Edema": 0.5421440601348877,
"Emphysema": 0.00009772658813744783,
"Enlarged Cardiomediastinum": 0.2970716953277588,
"Fibrosis": 0.00028449459932744503,
"Fissure": 0.0012671055737882853,
"Fracture": 0.00570899760350585,
"Granuloma": 0.00021802699484396726,
"Hernia": 0.012074830941855907,
"Hydropneumothorax": 0.00000930020814848831,
"Infarction": 0.0015041398582980037,
"Infiltration": 0.13716278970241547,
"Kyphosis": 0.000013558895261667203,
"Lobar Atelectasis": 0.0030142057221382856,
"Lung Lesion": 0.0073066153563559055,
"Lung Opacity": 0.29002130031585693,
"Mass": 0.03437938913702965,
"Nodule": 0.0020415617618709803,
"Normal": 0.20309841632843018,
"Pleural Effusion": 0.7430051565170288,
"Pleural Other": 0.00003625889075919986,
"Pleural Thickening": 0.001134664984419942,
"Pneumomediastinum": 0.00043688438017852604,
"Pneumonia": 0.14914573729038239,
"Pneumoperitoneum": 0.00013484596274793148,
"Pneumothorax": 0.040902990847826004,
"Pulmonary Embolism": 0.014118577353656292,
"Pulmonary Hypertension": 0.0013484887313097715,
"Rib Fracture": 0.008909404277801514,
"Round(ed) Atelectasis": 0.000004335753601480974,
"Subcutaneous Emphysema": 0.00016644569404888898,
"Support Devices": 0.821551501750946,
"Tortuous Aorta": 0.0007745915791019797,
"Tuberculosis": 0.0008880964014679193
}
|
{
"Atelectasis": 0.6126618981361389,
"Cardiomegaly": 0.5266698002815247,
"Consolidation": 0.5492302179336548,
"Edema": 0.5297485589981079,
"Effusion": 0.5674583315849304,
"Emphysema": 0.5027639865875244,
"Enlarged Cardiomediastinum": 0.5426826477050781,
"Fibrosis": 0.45536670088768005,
"Fracture": 0.5057439804077148,
"Hernia": 0.27257439494132996,
"Infiltration": 0.5665019750595093,
"Lung Lesion": 0.5217862725257874,
"Lung Opacity": 0.6672086715698242,
"Mass": 0.5100129246711731,
"Nodule": 0.5043929815292358,
"Pleural_Thickening": 0.5019986033439636,
"Pneumonia": 0.6182725429534912,
"Pneumothorax": 0.3601016402244568
}
|
{
"Atelectasis": 0.7428103685379028,
"Cardiomegaly": 0.5647215247154236,
"Consolidation": 0.635773241519928,
"Edema": 0.7087979316711426,
"Enlarged Cardiomediastinum": 0.6986451148986816,
"Fracture": 0.4113440215587616,
"Lung Lesion": 0.43832963705062866,
"Lung Opacity": 0.7039096355438232,
"No Finding": 0.6121903657913208,
"Pleural Effusion": 0.8965774774551392,
"Pleural Other": 0.37862154841423035,
"Pneumonia": 0.45212429761886597,
"Pneumothorax": 0.4007016718387604,
"Support Devices": 0.8708800077438354
}
|
|
fafe8dcb-85d5-4e5a-b9d1-ebffb6fbe918
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: yes\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: yes\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: yes\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(I) Pleural effusion"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.03209106996655464,
"Atelectasis": 0.22334744036197662,
"Azygos Lobe": 6.007091428728017e-7,
"Calcification of the Aorta": 0.003566375467926264,
"Cardiomegaly": 0.13687771558761597,
"Clavicle Fracture": 6.264851322157483e-7,
"Consolidation": 0.1362256407737732,
"Edema": 0.40425047278404236,
"Emphysema": 0.03465681150555611,
"Enlarged Cardiomediastinum": 0.18877939879894257,
"Fibrosis": 0.039770662784576416,
"Fissure": 0.013508363626897335,
"Fracture": 0.015367910265922546,
"Granuloma": 0.20071285963058472,
"Hernia": 0.003116991836577654,
"Hydropneumothorax": 0.0000023331779175350675,
"Infarction": 0.0023735372815281153,
"Infiltration": 0.09711646288633347,
"Kyphosis": 0.000018532718968344852,
"Lobar Atelectasis": 0.00011539604020072147,
"Lung Lesion": 0.017085926607251167,
"Lung Opacity": 0.7994787096977234,
"Mass": 0.01074178796261549,
"Nodule": 0.1617693454027176,
"Normal": 0.01217239536345005,
"Pleural Effusion": 0.8217784762382507,
"Pleural Other": 0.07680938392877579,
"Pleural Thickening": 0.17064489424228668,
"Pneumomediastinum": 0.000009213974408339709,
"Pneumonia": 0.36249324679374695,
"Pneumoperitoneum": 0.000012841634998039808,
"Pneumothorax": 0.019671916961669922,
"Pulmonary Embolism": 0.018125589936971664,
"Pulmonary Hypertension": 0.004600621294230223,
"Rib Fracture": 0.009928934276103973,
"Round(ed) Atelectasis": 0.0004152932087890804,
"Subcutaneous Emphysema": 0.0000063547599893354345,
"Support Devices": 0.05235379934310913,
"Tortuous Aorta": 0.0009415065869688988,
"Tuberculosis": 0.04114692658185959
}
|
{
"Atelectasis": 0.5878292918205261,
"Cardiomegaly": 0.5492119789123535,
"Consolidation": 0.5832542181015015,
"Edema": 0.5656448602676392,
"Effusion": 0.709194540977478,
"Emphysema": 0.5185111165046692,
"Enlarged Cardiomediastinum": 0.5450493097305298,
"Fibrosis": 0.6445614099502563,
"Fracture": 0.5336999893188477,
"Hernia": 0.12450797855854034,
"Infiltration": 0.6407778263092041,
"Lung Lesion": 0.6189289093017578,
"Lung Opacity": 0.7425310611724854,
"Mass": 0.5615267753601074,
"Nodule": 0.5654940009117126,
"Pleural_Thickening": 0.6187597513198853,
"Pneumonia": 0.5540987849235535,
"Pneumothorax": 0.5274222493171692
}
|
{
"Atelectasis": 0.5964730978012085,
"Cardiomegaly": 0.6076790690422058,
"Consolidation": 0.5608117580413818,
"Edema": 0.8334856033325195,
"Enlarged Cardiomediastinum": 0.7030715942382812,
"Fracture": 0.5434020757675171,
"Lung Lesion": 0.6246252059936523,
"Lung Opacity": 0.7029309272766113,
"No Finding": 0.4558221697807312,
"Pleural Effusion": 0.9370850324630737,
"Pleural Other": 0.7110708951950073,
"Pneumonia": 0.5535680651664734,
"Pneumothorax": 0.5040634274482727,
"Support Devices": 0.7284570336341858
}
|
|
3d38d6a2-34c7-41c5-8ffa-474eb7ce6f3e
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(B) Cardiomegaly"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.0036845358554273844,
"Atelectasis": 0.3800281584262848,
"Azygos Lobe": 0.000005396028882387327,
"Calcification of the Aorta": 0.09452580660581589,
"Cardiomegaly": 0.28984108567237854,
"Clavicle Fracture": 0.00011660780728561804,
"Consolidation": 0.1761995404958725,
"Edema": 0.15904200077056885,
"Emphysema": 0.28361526131629944,
"Enlarged Cardiomediastinum": 0.12294884771108627,
"Fibrosis": 0.004571819677948952,
"Fissure": 0.00660368287935853,
"Fracture": 0.2822306156158447,
"Granuloma": 0.0008995603420771658,
"Hernia": 0.0003660786314867437,
"Hydropneumothorax": 0.01718468777835369,
"Infarction": 0.004273013677448034,
"Infiltration": 0.09112336486577988,
"Kyphosis": 1.448572959361627e-7,
"Lobar Atelectasis": 0.000992112560197711,
"Lung Lesion": 0.01631627045571804,
"Lung Opacity": 0.6613178253173828,
"Mass": 0.06191220134496689,
"Nodule": 0.15538522601127625,
"Normal": 0.04978039488196373,
"Pleural Effusion": 0.4867359697818756,
"Pleural Other": 0.006108313333243132,
"Pleural Thickening": 0.11328408122062683,
"Pneumomediastinum": 0.0009878426790237427,
"Pneumonia": 0.2918664515018463,
"Pneumoperitoneum": 0.0013602270046249032,
"Pneumothorax": 0.5240131616592407,
"Pulmonary Embolism": 0.013690141029655933,
"Pulmonary Hypertension": 0.0010880656773224473,
"Rib Fracture": 0.3019217550754547,
"Round(ed) Atelectasis": 0.0011914132628589869,
"Subcutaneous Emphysema": 0.011897889897227287,
"Support Devices": 0.45324134826660156,
"Tortuous Aorta": 0.016117218881845474,
"Tuberculosis": 0.017914684489369392
}
|
{
"Atelectasis": 0.7258199453353882,
"Cardiomegaly": 0.6051969528198242,
"Consolidation": 0.6030646562576294,
"Edema": 0.580771803855896,
"Effusion": 0.7005476951599121,
"Emphysema": 0.5102654695510864,
"Enlarged Cardiomediastinum": 0.5189692974090576,
"Fibrosis": 0.5918759107589722,
"Fracture": 0.5420167446136475,
"Hernia": 0.292954683303833,
"Infiltration": 0.6533198952674866,
"Lung Lesion": 0.5600494146347046,
"Lung Opacity": 0.7802287340164185,
"Mass": 0.5431260466575623,
"Nodule": 0.588805079460144,
"Pleural_Thickening": 0.5143724679946899,
"Pneumonia": 0.5920886397361755,
"Pneumothorax": 0.5115319490432739
}
|
{
"Atelectasis": 0.7892018556594849,
"Cardiomegaly": 0.5422039031982422,
"Consolidation": 0.623339831829071,
"Edema": 0.5170039534568787,
"Enlarged Cardiomediastinum": 0.5655366778373718,
"Fracture": 0.5556119680404663,
"Lung Lesion": 0.6803549528121948,
"Lung Opacity": 0.7878289222717285,
"No Finding": 0.5122072696685791,
"Pleural Effusion": 0.6834084987640381,
"Pleural Other": 0.6594781875610352,
"Pneumonia": 0.5631598234176636,
"Pneumothorax": 0.5393317937850952,
"Support Devices": 0.6610128879547119
}
|
|
a4b90c32-7286-4c5f-b4b7-98ea08183d79
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: yes\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(D) Edema"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.002046117326244712,
"Atelectasis": 0.05178910121321678,
"Azygos Lobe": 0.000007851156624383293,
"Calcification of the Aorta": 0.3728896677494049,
"Cardiomegaly": 0.14957314729690552,
"Clavicle Fracture": 0.00006440031575039029,
"Consolidation": 0.0146110774949193,
"Edema": 0.42803195118904114,
"Emphysema": 0.2225586622953415,
"Enlarged Cardiomediastinum": 0.14891742169857025,
"Fibrosis": 0.01460920087993145,
"Fissure": 0.011848223395645618,
"Fracture": 0.05450863018631935,
"Granuloma": 0.006712295580655336,
"Hernia": 0.0015454551903530955,
"Hydropneumothorax": 3.578051348540612e-7,
"Infarction": 0.0007688052719458938,
"Infiltration": 0.06068534404039383,
"Kyphosis": 0.0001379968598484993,
"Lobar Atelectasis": 0.00002037054582615383,
"Lung Lesion": 0.0015048154164105654,
"Lung Opacity": 0.48102298378944397,
"Mass": 0.0065938555635511875,
"Nodule": 0.06726401299238205,
"Normal": 0.17247135937213898,
"Pleural Effusion": 0.17316605150699615,
"Pleural Other": 0.015630783513188362,
"Pleural Thickening": 0.030415276065468788,
"Pneumomediastinum": 0.001224307343363762,
"Pneumonia": 0.25162777304649353,
"Pneumoperitoneum": 0.000012841634998039808,
"Pneumothorax": 0.006767900660634041,
"Pulmonary Embolism": 0.004314898978918791,
"Pulmonary Hypertension": 0.003105457639321685,
"Rib Fracture": 0.008704815059900284,
"Round(ed) Atelectasis": 0.000010239618859486654,
"Subcutaneous Emphysema": 0.000003097073204116896,
"Support Devices": 0.1887034773826599,
"Tortuous Aorta": 0.001613033004105091,
"Tuberculosis": 0.0005141831352375448
}
|
{
"Atelectasis": 0.39588063955307007,
"Cardiomegaly": 0.4930383563041687,
"Consolidation": 0.3604574501514435,
"Edema": 0.5009855031967163,
"Effusion": 0.4008801281452179,
"Emphysema": 0.507285475730896,
"Enlarged Cardiomediastinum": 0.13775686919689178,
"Fibrosis": 0.5513260364532471,
"Fracture": 0.30421704053878784,
"Hernia": 0.011224533431231976,
"Infiltration": 0.6002798080444336,
"Lung Lesion": 0.28106167912483215,
"Lung Opacity": 0.48076802492141724,
"Mass": 0.38720977306365967,
"Nodule": 0.5191994905471802,
"Pleural_Thickening": 0.5081062316894531,
"Pneumonia": 0.5027810335159302,
"Pneumothorax": 0.5015395879745483
}
|
{
"Atelectasis": 0.6063849329948425,
"Cardiomegaly": 0.6427988409996033,
"Consolidation": 0.4921989440917969,
"Edema": 0.6813154220581055,
"Enlarged Cardiomediastinum": 0.644102156162262,
"Fracture": 0.4880874752998352,
"Lung Lesion": 0.4537529945373535,
"Lung Opacity": 0.5936747193336487,
"No Finding": 0.7001714110374451,
"Pleural Effusion": 0.6921634674072266,
"Pleural Other": 0.7086777091026306,
"Pneumonia": 0.5417748689651489,
"Pneumothorax": 0.5062583684921265,
"Support Devices": 0.6418775320053101
}
|
|
1dd689ea-648f-42dc-a14a-9e8179aefd9f
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(N) None of the above"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.038527004420757294,
"Atelectasis": 0.1472882181406021,
"Azygos Lobe": 0.013008472509682178,
"Calcification of the Aorta": 4.813379632651049e-7,
"Cardiomegaly": 0.27325162291526794,
"Clavicle Fracture": 0.00015207985416054726,
"Consolidation": 0.022407222539186478,
"Edema": 0.04533810913562775,
"Emphysema": 0.000016851539839990437,
"Enlarged Cardiomediastinum": 0.14584960043430328,
"Fibrosis": 0.00007481261854991317,
"Fissure": 0.04823414608836174,
"Fracture": 0.4501899480819702,
"Granuloma": 0.004378037992864847,
"Hernia": 0.0019528414122760296,
"Hydropneumothorax": 0.0000017338717270831694,
"Infarction": 0.0041099898517131805,
"Infiltration": 0.07388348132371902,
"Kyphosis": 0.0002765536482911557,
"Lobar Atelectasis": 0.000043461670429678634,
"Lung Lesion": 0.006840381771326065,
"Lung Opacity": 0.12713508307933807,
"Mass": 0.006749168504029512,
"Nodule": 0.008375548757612705,
"Normal": 0.3170350193977356,
"Pleural Effusion": 0.03843466192483902,
"Pleural Other": 0.007649660110473633,
"Pleural Thickening": 0.019178902730345726,
"Pneumomediastinum": 0.0002843294641934335,
"Pneumonia": 0.29368630051612854,
"Pneumoperitoneum": 0.00014466718130279332,
"Pneumothorax": 0.017102614045143127,
"Pulmonary Embolism": 0.02964891493320465,
"Pulmonary Hypertension": 0.00029653552337549627,
"Rib Fracture": 0.19000469148159027,
"Round(ed) Atelectasis": 1.1464523197446397e-7,
"Subcutaneous Emphysema": 0.000011417378118494526,
"Support Devices": 0.4711265563964844,
"Tortuous Aorta": 0.005897900555282831,
"Tuberculosis": 0.014473531395196915
}
|
{
"Atelectasis": 0.5289986729621887,
"Cardiomegaly": 0.2308766096830368,
"Consolidation": 0.19489434361457825,
"Edema": 0.06462585180997849,
"Effusion": 0.09235701709985733,
"Emphysema": 0.0409754142165184,
"Enlarged Cardiomediastinum": 0.36335670948028564,
"Fibrosis": 0.5026384592056274,
"Fracture": 0.253165066242218,
"Hernia": 0.0018567921360954642,
"Infiltration": 0.5530108213424683,
"Lung Lesion": 0.2533363699913025,
"Lung Opacity": 0.2269880324602127,
"Mass": 0.3473661243915558,
"Nodule": 0.47423025965690613,
"Pleural_Thickening": 0.08473576605319977,
"Pneumonia": 0.09414675086736679,
"Pneumothorax": 0.04556882753968239
}
|
{
"Atelectasis": 0.6530653238296509,
"Cardiomegaly": 0.5832378268241882,
"Consolidation": 0.516394853591919,
"Edema": 0.4497022330760956,
"Enlarged Cardiomediastinum": 0.728650689125061,
"Fracture": 0.4576355814933777,
"Lung Lesion": 0.5039958953857422,
"Lung Opacity": 0.5833075642585754,
"No Finding": 0.8415465354919434,
"Pleural Effusion": 0.5924457311630249,
"Pleural Other": 0.45505568385124207,
"Pneumonia": 0.48737287521362305,
"Pneumothorax": 0.45596250891685486,
"Support Devices": 0.9199143052101135
}
|
|
bf05d1a2-cead-4926-af55-b86b54e11722
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: yes\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(D)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.004321752581745386,
"Atelectasis": 0.34242314100265503,
"Azygos Lobe": 0.00001056485780281946,
"Calcification of the Aorta": 0.2273293435573578,
"Cardiomegaly": 0.5745347142219543,
"Clavicle Fracture": 0.00000594389348407276,
"Consolidation": 0.12914696335792542,
"Edema": 0.7886902689933777,
"Emphysema": 0.03558334708213806,
"Enlarged Cardiomediastinum": 0.14057770371437073,
"Fibrosis": 0.0001430731063010171,
"Fissure": 0.06561525166034698,
"Fracture": 0.007970157079398632,
"Granuloma": 0.0021552210673689842,
"Hernia": 0.0007537919445894659,
"Hydropneumothorax": 5.413417625277361e-7,
"Infarction": 0.0076215676963329315,
"Infiltration": 0.07374995201826096,
"Kyphosis": 0.000027604155548033305,
"Lobar Atelectasis": 0.00007509265560656786,
"Lung Lesion": 0.002310699550434947,
"Lung Opacity": 0.5087381601333618,
"Mass": 0.0017625668551772833,
"Nodule": 0.017232777550816536,
"Normal": 0.029990779235959053,
"Pleural Effusion": 0.6758986711502075,
"Pleural Other": 0.000054006501159165055,
"Pleural Thickening": 0.002892369870096445,
"Pneumomediastinum": 0.00032470133737660944,
"Pneumonia": 0.3474023938179016,
"Pneumoperitoneum": 0.00022935905144549906,
"Pneumothorax": 0.01233010645955801,
"Pulmonary Embolism": 0.007907677441835403,
"Pulmonary Hypertension": 0.06052941456437111,
"Rib Fracture": 0.00045263138599693775,
"Round(ed) Atelectasis": 0.00005846356725669466,
"Subcutaneous Emphysema": 3.420957170874317e-7,
"Support Devices": 0.09505843371152878,
"Tortuous Aorta": 0.00047735401312820613,
"Tuberculosis": 0.0012325746938586235
}
|
{
"Atelectasis": 0.5832324028015137,
"Cardiomegaly": 0.6475266814231873,
"Consolidation": 0.5267189741134644,
"Edema": 0.6076798439025879,
"Effusion": 0.5474948883056641,
"Emphysema": 0.5040999054908752,
"Enlarged Cardiomediastinum": 0.5186000466346741,
"Fibrosis": 0.580974817276001,
"Fracture": 0.29177752137184143,
"Hernia": 0.022739648818969727,
"Infiltration": 0.6413127779960632,
"Lung Lesion": 0.3769688606262207,
"Lung Opacity": 0.7458076477050781,
"Mass": 0.5142602920532227,
"Nodule": 0.5134532451629639,
"Pleural_Thickening": 0.22345024347305298,
"Pneumonia": 0.506048321723938,
"Pneumothorax": 0.5004737377166748
}
|
{
"Atelectasis": 0.7071453928947449,
"Cardiomegaly": 0.7295618057250977,
"Consolidation": 0.5314258337020874,
"Edema": 0.8805888891220093,
"Enlarged Cardiomediastinum": 0.8391258716583252,
"Fracture": 0.45971572399139404,
"Lung Lesion": 0.538710355758667,
"Lung Opacity": 0.7098195552825928,
"No Finding": 0.45606788992881775,
"Pleural Effusion": 0.8166583776473999,
"Pleural Other": 0.521033525466919,
"Pneumonia": 0.5401065945625305,
"Pneumothorax": 0.3999173939228058,
"Support Devices": 0.6004093885421753
}
|
|
5ab38058-2e33-4e92-ad12-d1af85d13dfc
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(E) Enlarged cardiomediastinum"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.004563572350889444,
"Atelectasis": 0.18181823194026947,
"Azygos Lobe": 0.000006407936780306045,
"Calcification of the Aorta": 0.00013875898730475456,
"Cardiomegaly": 0.7605326175689697,
"Clavicle Fracture": 0.00011214114056201652,
"Consolidation": 0.018827231600880623,
"Edema": 0.05632232129573822,
"Emphysema": 0.000011491812983877026,
"Enlarged Cardiomediastinum": 0.24167689681053162,
"Fibrosis": 0.00004609204188454896,
"Fissure": 0.003504415974020958,
"Fracture": 0.015308914706110954,
"Granuloma": 0.001553284120745957,
"Hernia": 0.0014128481270745397,
"Hydropneumothorax": 5.006593255529879e-7,
"Infarction": 0.005697062239050865,
"Infiltration": 0.0471094511449337,
"Kyphosis": 0.000601497886236757,
"Lobar Atelectasis": 0.00006373102951329201,
"Lung Lesion": 0.0010226877639070153,
"Lung Opacity": 0.1319802850484848,
"Mass": 0.009273742325603962,
"Nodule": 0.0075143142603337765,
"Normal": 0.300160676240921,
"Pleural Effusion": 0.02322257123887539,
"Pleural Other": 0.00005528715701075271,
"Pleural Thickening": 0.00019506145326886326,
"Pneumomediastinum": 0.0004385935317259282,
"Pneumonia": 0.2032155990600586,
"Pneumoperitoneum": 0.00495758093893528,
"Pneumothorax": 0.016906732693314552,
"Pulmonary Embolism": 0.008156645111739635,
"Pulmonary Hypertension": 0.00023276827414520085,
"Rib Fracture": 0.02725248783826828,
"Round(ed) Atelectasis": 2.9505289944609103e-7,
"Subcutaneous Emphysema": 0.000009919605872710235,
"Support Devices": 0.022425780072808266,
"Tortuous Aorta": 0.02498072013258934,
"Tuberculosis": 0.00014339557674247772
}
|
{
"Atelectasis": 0.5518326759338379,
"Cardiomegaly": 0.6366487145423889,
"Consolidation": 0.3027382493019104,
"Edema": 0.5343939065933228,
"Effusion": 0.4683435559272766,
"Emphysema": 0.12856034934520721,
"Enlarged Cardiomediastinum": 0.4446977376937866,
"Fibrosis": 0.31229814887046814,
"Fracture": 0.3178582191467285,
"Hernia": 0.0021799318492412567,
"Infiltration": 0.538811445236206,
"Lung Lesion": 0.13343466818332672,
"Lung Opacity": 0.4628259539604187,
"Mass": 0.20408526062965393,
"Nodule": 0.24342049658298492,
"Pleural_Thickening": 0.06909281015396118,
"Pneumonia": 0.2198316603899002,
"Pneumothorax": 0.10401875525712967
}
|
{
"Atelectasis": 0.5740169882774353,
"Cardiomegaly": 0.8563581705093384,
"Consolidation": 0.4575797915458679,
"Edema": 0.4625396132469177,
"Enlarged Cardiomediastinum": 0.8524601459503174,
"Fracture": 0.4605662524700165,
"Lung Lesion": 0.43600550293922424,
"Lung Opacity": 0.5631991624832153,
"No Finding": 0.6471588015556335,
"Pleural Effusion": 0.5291433334350586,
"Pleural Other": 0.4012816548347473,
"Pneumonia": 0.41464823484420776,
"Pneumothorax": 0.38170865178108215,
"Support Devices": 0.5138088464736938
}
|
|
1af05048-0a93-4161-b72f-fd4d67dcfc79
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(F)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.009391511790454388,
"Atelectasis": 0.0052344719879329205,
"Azygos Lobe": 0.000008163909114955459,
"Calcification of the Aorta": 0.000006909314379299758,
"Cardiomegaly": 0.04281561076641083,
"Clavicle Fracture": 0.00021953809482511133,
"Consolidation": 0.00663900887593627,
"Edema": 0.0193017590790987,
"Emphysema": 0.0058039515279233456,
"Enlarged Cardiomediastinum": 0.21207663416862488,
"Fibrosis": 0.0001822727354010567,
"Fissure": 0.000016413197954534553,
"Fracture": 0.03495242819190025,
"Granuloma": 0.017968811094760895,
"Hernia": 0.0026881706435233355,
"Hydropneumothorax": 0.000003066902309001307,
"Infarction": 0.00019449612591415644,
"Infiltration": 0.05474217236042023,
"Kyphosis": 0.000057530276535544544,
"Lobar Atelectasis": 0.00000579092511543422,
"Lung Lesion": 0.017788561061024666,
"Lung Opacity": 0.021109702065587044,
"Mass": 0.019844839349389076,
"Nodule": 0.056205011904239655,
"Normal": 0.4379197061061859,
"Pleural Effusion": 0.043492648750543594,
"Pleural Other": 0.001945254858583212,
"Pleural Thickening": 0.026581598445773125,
"Pneumomediastinum": 0.0002843294641934335,
"Pneumonia": 0.1623656302690506,
"Pneumoperitoneum": 0.00006271372694754973,
"Pneumothorax": 0.012864498421549797,
"Pulmonary Embolism": 0.0026835710741579533,
"Pulmonary Hypertension": 0.0000067612436396302655,
"Rib Fracture": 0.018391147255897522,
"Round(ed) Atelectasis": 0.000004073064246767899,
"Subcutaneous Emphysema": 0.00001314129895035876,
"Support Devices": 0.5223947167396545,
"Tortuous Aorta": 0.0015757258515805006,
"Tuberculosis": 0.009763509966433048
}
|
{
"Atelectasis": 0.036691077053546906,
"Cardiomegaly": 0.026509927585721016,
"Consolidation": 0.04055440053343773,
"Edema": 0.006106412038207054,
"Effusion": 0.010584739968180656,
"Emphysema": 0.5038038492202759,
"Enlarged Cardiomediastinum": 0.03352335840463638,
"Fibrosis": 0.2944672107696533,
"Fracture": 0.3191068768501282,
"Hernia": 0.5042502880096436,
"Infiltration": 0.5044509172439575,
"Lung Lesion": 0.07892632484436035,
"Lung Opacity": 0.08106033504009247,
"Mass": 0.5045719146728516,
"Nodule": 0.5019251108169556,
"Pleural_Thickening": 0.07161348313093185,
"Pneumonia": 0.0271819569170475,
"Pneumothorax": 0.04287266358733177
}
|
{
"Atelectasis": 0.4980316758155823,
"Cardiomegaly": 0.4344596862792969,
"Consolidation": 0.42782145738601685,
"Edema": 0.3612707555294037,
"Enlarged Cardiomediastinum": 0.5298159718513489,
"Fracture": 0.6245081424713135,
"Lung Lesion": 0.39890462160110474,
"Lung Opacity": 0.4673878848552704,
"No Finding": 0.9982380867004395,
"Pleural Effusion": 0.5716213583946228,
"Pleural Other": 0.4673914611339569,
"Pneumonia": 0.41243454813957214,
"Pneumothorax": 0.43273332715034485,
"Support Devices": 0.8664089441299438
}
|
|
541e624d-0311-4a65-9403-c4c2355287ea
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: no\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(G)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.009952596388757229,
"Atelectasis": 0.19819219410419464,
"Azygos Lobe": 0.00005892320041311905,
"Calcification of the Aorta": 0.0005337886977940798,
"Cardiomegaly": 0.2887367904186249,
"Clavicle Fracture": 0.0009022626327350736,
"Consolidation": 0.015719054266810417,
"Edema": 0.022578664124011993,
"Emphysema": 0.0000410603461205028,
"Enlarged Cardiomediastinum": 0.26512783765792847,
"Fibrosis": 0.00007718724373262376,
"Fissure": 0.0005306666134856641,
"Fracture": 0.052142657339572906,
"Granuloma": 0.00128304457757622,
"Hernia": 0.4187702536582947,
"Hydropneumothorax": 0.000023198448616312817,
"Infarction": 0.005129726603627205,
"Infiltration": 0.07618778944015503,
"Kyphosis": 0.00007863290375098586,
"Lobar Atelectasis": 0.00005894185233046301,
"Lung Lesion": 0.004160097800195217,
"Lung Opacity": 0.38265636563301086,
"Mass": 0.032486412674188614,
"Nodule": 0.017770083621144295,
"Normal": 0.20484256744384766,
"Pleural Effusion": 0.06354780495166779,
"Pleural Other": 0.0008574177045375109,
"Pleural Thickening": 0.0006885165348649025,
"Pneumomediastinum": 0.003479850711300969,
"Pneumonia": 0.21915222704410553,
"Pneumoperitoneum": 0.0005946946912445128,
"Pneumothorax": 0.027363387867808342,
"Pulmonary Embolism": 0.013796033337712288,
"Pulmonary Hypertension": 0.00012363579298835248,
"Rib Fracture": 0.029124444350600243,
"Round(ed) Atelectasis": 0.0000027775920443673385,
"Subcutaneous Emphysema": 0.000028479429602157325,
"Support Devices": 0.018915235996246338,
"Tortuous Aorta": 0.011047621257603168,
"Tuberculosis": 0.0017037845682352781
}
|
{
"Atelectasis": 0.5157584547996521,
"Cardiomegaly": 0.5326768159866333,
"Consolidation": 0.23106814920902252,
"Edema": 0.37342938780784607,
"Effusion": 0.1894078552722931,
"Emphysema": 0.07613109052181244,
"Enlarged Cardiomediastinum": 0.2804419696331024,
"Fibrosis": 0.29855552315711975,
"Fracture": 0.31899523735046387,
"Hernia": 0.768888533115387,
"Infiltration": 0.5030661821365356,
"Lung Lesion": 0.26138409972190857,
"Lung Opacity": 0.2718874216079712,
"Mass": 0.5260065197944641,
"Nodule": 0.4875048100948334,
"Pleural_Thickening": 0.0995255634188652,
"Pneumonia": 0.11452362686395645,
"Pneumothorax": 0.1146935224533081
}
|
{
"Atelectasis": 0.622809886932373,
"Cardiomegaly": 0.6530853509902954,
"Consolidation": 0.514323890209198,
"Edema": 0.3853480815887451,
"Enlarged Cardiomediastinum": 0.7174991369247437,
"Fracture": 0.5243851542472839,
"Lung Lesion": 0.4828552305698395,
"Lung Opacity": 0.6536401510238647,
"No Finding": 0.9690797328948975,
"Pleural Effusion": 0.538886308670044,
"Pleural Other": 0.46018707752227783,
"Pneumonia": 0.4838205575942993,
"Pneumothorax": 0.4197289049625397,
"Support Devices": 0.5397716760635376
}
|
|
2cf4a350-dd43-493e-9c25-d5ddf021becf
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(F) Fracture"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.008525180630385876,
"Atelectasis": 0.5379396080970764,
"Azygos Lobe": 0.000007261137398018036,
"Calcification of the Aorta": 0.00009171840792987496,
"Cardiomegaly": 0.33444514870643616,
"Clavicle Fracture": 0.00019374668772798032,
"Consolidation": 0.06242659315466881,
"Edema": 0.08707025647163391,
"Emphysema": 0.00009772658813744783,
"Enlarged Cardiomediastinum": 0.19575515389442444,
"Fibrosis": 0.0001149657036876306,
"Fissure": 0.005523583386093378,
"Fracture": 0.035216912627220154,
"Granuloma": 0.0020890505984425545,
"Hernia": 0.019829075783491135,
"Hydropneumothorax": 2.577173745521577e-7,
"Infarction": 0.009955829940736294,
"Infiltration": 0.08305399119853973,
"Kyphosis": 0.014821617864072323,
"Lobar Atelectasis": 0.00006177035538712516,
"Lung Lesion": 0.0019389401422813535,
"Lung Opacity": 0.6306241154670715,
"Mass": 0.002674669027328491,
"Nodule": 0.018607016652822495,
"Normal": 0.08726394176483154,
"Pleural Effusion": 0.06262429058551788,
"Pleural Other": 0.00019598241487983614,
"Pleural Thickening": 0.00027291878359392285,
"Pneumomediastinum": 0.00044549733866006136,
"Pneumonia": 0.4121495187282562,
"Pneumoperitoneum": 0.00010339324944652617,
"Pneumothorax": 0.0045010666362941265,
"Pulmonary Embolism": 0.015073358081281185,
"Pulmonary Hypertension": 0.00034938595490530133,
"Rib Fracture": 0.037440069019794464,
"Round(ed) Atelectasis": 0.000034369782952126116,
"Subcutaneous Emphysema": 0.00001293756486120401,
"Support Devices": 0.04879157990217209,
"Tortuous Aorta": 0.014471546746790409,
"Tuberculosis": 0.002545563969761133
}
|
{
"Atelectasis": 0.5536834001541138,
"Cardiomegaly": 0.5597133636474609,
"Consolidation": 0.28901877999305725,
"Edema": 0.41260048747062683,
"Effusion": 0.24808743596076965,
"Emphysema": 0.5071912407875061,
"Enlarged Cardiomediastinum": 0.2766490876674652,
"Fibrosis": 0.5366620421409607,
"Fracture": 0.25767070055007935,
"Hernia": 0.03433256223797798,
"Infiltration": 0.5222543478012085,
"Lung Lesion": 0.2698870897293091,
"Lung Opacity": 0.44282767176628113,
"Mass": 0.4422859847545624,
"Nodule": 0.5161464214324951,
"Pleural_Thickening": 0.2391572743654251,
"Pneumonia": 0.2226908802986145,
"Pneumothorax": 0.1775045543909073
}
|
{
"Atelectasis": 0.8783677816390991,
"Cardiomegaly": 0.6282780170440674,
"Consolidation": 0.5370407700538635,
"Edema": 0.40157800912857056,
"Enlarged Cardiomediastinum": 0.7205114364624023,
"Fracture": 0.5495351552963257,
"Lung Lesion": 0.4693268835544586,
"Lung Opacity": 0.7763568162918091,
"No Finding": 0.5325562953948975,
"Pleural Effusion": 0.6777087450027466,
"Pleural Other": 0.48830199241638184,
"Pneumonia": 0.49198901653289795,
"Pneumothorax": 0.4110494554042816,
"Support Devices": 0.600588858127594
}
|
|
2ba4aa5d-f8d5-41d0-80d3-2c0c030bee22
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(M)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.02947053499519825,
"Atelectasis": 0.5734574794769287,
"Azygos Lobe": 0.0000011048726946683018,
"Calcification of the Aorta": 0.000004711753263109131,
"Cardiomegaly": 0.20045378804206848,
"Clavicle Fracture": 0.00008014621562324464,
"Consolidation": 0.11886223405599594,
"Edema": 0.07195930182933807,
"Emphysema": 0.0005469626630656421,
"Enlarged Cardiomediastinum": 0.13140131533145905,
"Fibrosis": 0.0003768593305721879,
"Fissure": 0.017783354967832565,
"Fracture": 0.009341594763100147,
"Granuloma": 0.002608681796118617,
"Hernia": 0.0022912616841495037,
"Hydropneumothorax": 0.00006111745460657403,
"Infarction": 0.0016842529876157641,
"Infiltration": 0.08099520206451416,
"Kyphosis": 0.0002557756379246712,
"Lobar Atelectasis": 0.00030160590540617704,
"Lung Lesion": 0.03980568051338196,
"Lung Opacity": 0.4236923158168793,
"Mass": 0.009345795959234238,
"Nodule": 0.06333130598068237,
"Normal": 0.02871117554605007,
"Pleural Effusion": 0.8131830096244812,
"Pleural Other": 0.011889927089214325,
"Pleural Thickening": 0.03343107923865318,
"Pneumomediastinum": 0.00046143055078573525,
"Pneumonia": 0.26168766617774963,
"Pneumoperitoneum": 0.00035519353696145117,
"Pneumothorax": 0.010483984835445881,
"Pulmonary Embolism": 0.007969203405082226,
"Pulmonary Hypertension": 0.00042140952427871525,
"Rib Fracture": 0.006483365781605244,
"Round(ed) Atelectasis": 0.00003658636342152022,
"Subcutaneous Emphysema": 0.000193075233255513,
"Support Devices": 0.8538567423820496,
"Tortuous Aorta": 0.00032557640224695206,
"Tuberculosis": 0.008202556520700455
}
|
{
"Atelectasis": 0.6901142597198486,
"Cardiomegaly": 0.5236183404922485,
"Consolidation": 0.6031793355941772,
"Edema": 0.4202106297016144,
"Effusion": 0.6651589274406433,
"Emphysema": 0.5000863075256348,
"Enlarged Cardiomediastinum": 0.5140535831451416,
"Fibrosis": 0.5182924270629883,
"Fracture": 0.5110546946525574,
"Hernia": 0.014513169415295124,
"Infiltration": 0.5457735657691956,
"Lung Lesion": 0.5362173318862915,
"Lung Opacity": 0.6985369324684143,
"Mass": 0.4791491627693176,
"Nodule": 0.5041936039924622,
"Pleural_Thickening": 0.2859361171722412,
"Pneumonia": 0.6435081958770752,
"Pneumothorax": 0.5286089777946472
}
|
{
"Atelectasis": 0.7815713882446289,
"Cardiomegaly": 0.3872036337852478,
"Consolidation": 0.5986070036888123,
"Edema": 0.5311346054077148,
"Enlarged Cardiomediastinum": 0.5020216703414917,
"Fracture": 0.45933908224105835,
"Lung Lesion": 0.5729756355285645,
"Lung Opacity": 0.6967588663101196,
"No Finding": 0.629188597202301,
"Pleural Effusion": 0.7921147346496582,
"Pleural Other": 0.628524124622345,
"Pneumonia": 0.5724190473556519,
"Pneumothorax": 0.5336463451385498,
"Support Devices": 0.9465337991714478
}
|
|
10298c42-62b2-4f84-b558-657e843870f1
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: no\nconsolidation: no\ninfiltration: no\nedema: no\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: no\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: no\nenlarged cardiomediastinum: no\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(G) Lung lesion"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.03421907126903534,
"Atelectasis": 0.39485999941825867,
"Azygos Lobe": 0.000004202436684863642,
"Calcification of the Aorta": 0.0055992500856518745,
"Cardiomegaly": 0.46586406230926514,
"Clavicle Fracture": 0.0000974313443293795,
"Consolidation": 0.029750877991318703,
"Edema": 0.08879324048757553,
"Emphysema": 0.0034201480448246002,
"Enlarged Cardiomediastinum": 0.08247891068458557,
"Fibrosis": 0.009156949818134308,
"Fissure": 0.002055092714726925,
"Fracture": 0.005686866585165262,
"Granuloma": 0.027143193408846855,
"Hernia": 0.019791152328252792,
"Hydropneumothorax": 0.000003090955942752771,
"Infarction": 0.003968572244048119,
"Infiltration": 0.11346215009689331,
"Kyphosis": 0.001365083851851523,
"Lobar Atelectasis": 0.00006678934732917696,
"Lung Lesion": 0.0073066153563559055,
"Lung Opacity": 0.27997270226478577,
"Mass": 0.06067608669400215,
"Nodule": 0.07513535022735596,
"Normal": 0.1776895970106125,
"Pleural Effusion": 0.08780810981988907,
"Pleural Other": 0.0077391332015395164,
"Pleural Thickening": 0.015203529968857765,
"Pneumomediastinum": 0.0006979570025578141,
"Pneumonia": 0.17665620148181915,
"Pneumoperitoneum": 0.00019015280122403055,
"Pneumothorax": 0.01472147461026907,
"Pulmonary Embolism": 0.030968980863690376,
"Pulmonary Hypertension": 0.027742907404899597,
"Rib Fracture": 0.001448297407478094,
"Round(ed) Atelectasis": 0.00004697733311331831,
"Subcutaneous Emphysema": 0.0001337472494924441,
"Support Devices": 0.02457573264837265,
"Tortuous Aorta": 0.07380985468626022,
"Tuberculosis": 0.057379357516765594
}
|
{
"Atelectasis": 0.5299862623214722,
"Cardiomegaly": 0.5244554281234741,
"Consolidation": 0.28612029552459717,
"Edema": 0.1419658213853836,
"Effusion": 0.2176753133535385,
"Emphysema": 0.5005059838294983,
"Enlarged Cardiomediastinum": 0.3717578947544098,
"Fibrosis": 0.5084216594696045,
"Fracture": 0.5003385543823242,
"Hernia": 0.0882551446557045,
"Infiltration": 0.508234977722168,
"Lung Lesion": 0.3108077049255371,
"Lung Opacity": 0.32621634006500244,
"Mass": 0.5006029605865479,
"Nodule": 0.5011888742446899,
"Pleural_Thickening": 0.1660023182630539,
"Pneumonia": 0.2596100866794586,
"Pneumothorax": 0.503849983215332
}
|
{
"Atelectasis": 0.614235520362854,
"Cardiomegaly": 0.647635817527771,
"Consolidation": 0.5073025226593018,
"Edema": 0.36157214641571045,
"Enlarged Cardiomediastinum": 0.7113903760910034,
"Fracture": 0.5738039612770081,
"Lung Lesion": 0.45472949743270874,
"Lung Opacity": 0.5728796124458313,
"No Finding": 0.8806155323982239,
"Pleural Effusion": 0.5001750588417053,
"Pleural Other": 0.5503842234611511,
"Pneumonia": 0.5057393312454224,
"Pneumothorax": 0.44434601068496704,
"Support Devices": 0.6277249455451965
}
|
|
8b1633fb-aa17-4ad0-9b71-76e5e2520aa2
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: yes\ninfiltration: yes\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: yes\npneumonia: yes\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(C) Consolidation"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.0002918491081800312,
"Atelectasis": 0.24397101998329163,
"Azygos Lobe": 3.635831546944246e-8,
"Calcification of the Aorta": 0.0008137027034536004,
"Cardiomegaly": 0.6675457954406738,
"Clavicle Fracture": 1.046962196937784e-7,
"Consolidation": 0.3536900281906128,
"Edema": 0.7442211508750916,
"Emphysema": 0.0026142073329538107,
"Enlarged Cardiomediastinum": 0.047560520470142365,
"Fibrosis": 0.000016054398656706326,
"Fissure": 0.0015703135868534446,
"Fracture": 0.0009041210287250578,
"Granuloma": 0.0005290204426273704,
"Hernia": 0.000566879753023386,
"Hydropneumothorax": 9.87931002782716e-7,
"Infarction": 0.000796292326413095,
"Infiltration": 0.21614472568035126,
"Kyphosis": 0.000004649405127565842,
"Lobar Atelectasis": 0.0005069675389677286,
"Lung Lesion": 0.0004909521667286754,
"Lung Opacity": 0.695592999458313,
"Mass": 0.0023982226848602295,
"Nodule": 0.0015906881308183074,
"Normal": 0.029707984998822212,
"Pleural Effusion": 0.6329853534698486,
"Pleural Other": 0.000007780734449625015,
"Pleural Thickening": 0.000297402759315446,
"Pneumomediastinum": 0.00029335240833461285,
"Pneumonia": 0.39178788661956787,
"Pneumoperitoneum": 0.00009865900210570544,
"Pneumothorax": 0.00763248885050416,
"Pulmonary Embolism": 0.0012304185656830668,
"Pulmonary Hypertension": 0.0019080471247434616,
"Rib Fracture": 0.0007607470615766943,
"Round(ed) Atelectasis": 6.860183248136309e-7,
"Subcutaneous Emphysema": 0.0000033749977319530444,
"Support Devices": 0.8856849074363708,
"Tortuous Aorta": 0.0013908307300880551,
"Tuberculosis": 0.0013222408015280962
}
|
{
"Atelectasis": 0.6211708784103394,
"Cardiomegaly": 0.6077495217323303,
"Consolidation": 0.6551381349563599,
"Edema": 0.5464979410171509,
"Effusion": 0.7005373239517212,
"Emphysema": 0.5050674676895142,
"Enlarged Cardiomediastinum": 0.8597884774208069,
"Fibrosis": 0.5037545561790466,
"Fracture": 0.5115270614624023,
"Hernia": 0.0151243656873703,
"Infiltration": 0.578516960144043,
"Lung Lesion": 0.734620213508606,
"Lung Opacity": 0.7248379588127136,
"Mass": 0.8198531866073608,
"Nodule": 0.5208761692047119,
"Pleural_Thickening": 0.24617740511894226,
"Pneumonia": 0.658157229423523,
"Pneumothorax": 0.5063287019729614
}
|
{
"Atelectasis": 0.6464172601699829,
"Cardiomegaly": 0.8406684398651123,
"Consolidation": 0.7884348630905151,
"Edema": 0.7173266410827637,
"Enlarged Cardiomediastinum": 0.6611721515655518,
"Fracture": 0.41078341007232666,
"Lung Lesion": 0.6153762340545654,
"Lung Opacity": 0.7041826248168945,
"No Finding": 0.444621205329895,
"Pleural Effusion": 0.8614287972450256,
"Pleural Other": 0.3898245692253113,
"Pneumonia": 0.6856775879859924,
"Pneumothorax": 0.44739097356796265,
"Support Devices": 0.9243310689926147
}
|
|
bc0eae44-e7e8-4473-ac7e-07bb0235f5e7
|
[
{
"from": "human",
"value": "Here is a list of available expert models:\n<BRATS(args)> Modality: MRI, Task: segmentation, Overview: A pre-trained model for volumetric (3D) segmentation of brain tumor subregions from multimodal MRIs based on BraTS 2018 data, Accuracy: Tumor core (TC): 0.8559 - Whole tumor (WT): 0.9026 - Enhancing tumor (ET): 0.7905 - Average: 0.8518, Valid args are: None\n<VISTA3D(args)> Modality: CT, Task: segmentation, Overview: domain-specialized interactive foundation model developed for segmenting and annotating human anatomies with precision, Accuracy: 127 organs: 0.792 Dice on average, Valid args are: 'everything', 'hepatic tumor', 'pancreatic tumor', 'lung tumor', 'bone lesion', 'organs', 'cardiovascular', 'gastrointestinal', 'skeleton', or 'muscles'\n<VISTA2D(args)> Modality: cell imaging, Task: segmentation, Overview: model for cell segmentation, which was trained on a variety of cell imaging outputs, including brightfield, phase-contrast, fluorescence, confocal, or electron microscopy, Accuracy: Good accuracy across several cell imaging datasets, Valid args are: None\n<CXR(args)> Modality: chest x-ray (CXR), Task: classification, Overview: pre-trained model which are trained on large cohorts of data, Accuracy: Good accuracy across several diverse chest x-rays datasets, Valid args are: None\nGive the model <NAME(args)> when selecting a suitable expert model.\n<image>\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "Based on the image provided, which is a chest X-ray (CXR), the most suitable expert model is <CXR(args)>."
},
{
"from": "human",
"value": "The resulting predictions are:\natelectasis: yes\nconsolidation: no\ninfiltration: no\nedema: yes\nemphysema: no\nfibrosis: no\neffusion: no\npneumonia: no\npleural thickening: no\ncardiomegaly: yes\nnodule: no\nmass: no\nhernia: no\nlung lesion: yes\nfracture: no\nlung opacity: yes\nenlarged cardiomediastinum: yes\npneumothorax: no\n. Analyze the image and take these predictions into account when responding to this prompt:\n\nThe following is a multiple-choice question about findings in chest X-ray in the frontal view. Please reply with the corresponding answer choice letter(s).\nQuestion: What are the potential abnormalities according to the provided X-ray image?\n(A) Atelectasis\n(B) Cardiomegaly\n(C) Consolidation\n(D) Edema\n(E) Enlarged cardiomediastinum\n(F) Fracture\n(G) Lung lesion\n(H) Lung opacity\n(I) Pleural effusion\n(J) Pleural other\n(K) Pneumonia\n(L) Pneumothorax\n(M) Support devices\n(N) None of the above"
},
{
"from": "gpt",
"value": "(B)"
}
] |
What are the potential abnormalities according to the provided X-ray image?
|
{
"Adenopathy": 0.004653161857277155,
"Atelectasis": 0.19024592638015747,
"Azygos Lobe": 0.000006358069640555186,
"Calcification of the Aorta": 0.003900319105014205,
"Cardiomegaly": 0.828153133392334,
"Clavicle Fracture": 0.000017884152839542367,
"Consolidation": 0.025899963453412056,
"Edema": 0.4862479567527771,
"Emphysema": 0.0000606820649409201,
"Enlarged Cardiomediastinum": 0.19103290140628815,
"Fibrosis": 0.00000166591109973524,
"Fissure": 0.04578469693660736,
"Fracture": 0.005364962387830019,
"Granuloma": 0.0165771022439003,
"Hernia": 0.0011670130770653486,
"Hydropneumothorax": 6.428591632356984e-7,
"Infarction": 0.005395506042987108,
"Infiltration": 0.053245820105075836,
"Kyphosis": 0.00002738934381341096,
"Lobar Atelectasis": 0.00003332355845486745,
"Lung Lesion": 0.0003677514905575663,
"Lung Opacity": 0.25930625200271606,
"Mass": 0.0037971928250044584,
"Nodule": 0.0032457660418003798,
"Normal": 0.025862473994493484,
"Pleural Effusion": 0.6294618844985962,
"Pleural Other": 0.0028499423060566187,
"Pleural Thickening": 0.016481850296258926,
"Pneumomediastinum": 0.0002489760227035731,
"Pneumonia": 0.21368739008903503,
"Pneumoperitoneum": 0.00009340894757770002,
"Pneumothorax": 0.006118288729339838,
"Pulmonary Embolism": 0.006363884545862675,
"Pulmonary Hypertension": 0.0053954110480844975,
"Rib Fracture": 0.005860902834683657,
"Round(ed) Atelectasis": 0.000007204494067991618,
"Subcutaneous Emphysema": 0.0000070340738602681085,
"Support Devices": 0.09986808896064758,
"Tortuous Aorta": 0.0010299201821908355,
"Tuberculosis": 0.00029189555789344013
}
|
{
"Atelectasis": 0.6476848721504211,
"Cardiomegaly": 0.8232274055480957,
"Consolidation": 0.5111212730407715,
"Edema": 0.5948337912559509,
"Effusion": 0.6046148538589478,
"Emphysema": 0.5022375583648682,
"Enlarged Cardiomediastinum": 0.5303806066513062,
"Fibrosis": 0.5587728023529053,
"Fracture": 0.2563493847846985,
"Hernia": 0.002388098742812872,
"Infiltration": 0.5560768246650696,
"Lung Lesion": 0.5042688846588135,
"Lung Opacity": 0.6459638476371765,
"Mass": 0.2177848517894745,
"Nodule": 0.5045717358589172,
"Pleural_Thickening": 0.2743285000324249,
"Pneumonia": 0.5313640832901001,
"Pneumothorax": 0.3697246015071869
}
|
{
"Atelectasis": 0.6696587204933167,
"Cardiomegaly": 0.8656074404716492,
"Consolidation": 0.5679803490638733,
"Edema": 0.647763729095459,
"Enlarged Cardiomediastinum": 0.8160498142242432,
"Fracture": 0.46405279636383057,
"Lung Lesion": 0.44028526544570923,
"Lung Opacity": 0.544035017490387,
"No Finding": 0.474674254655838,
"Pleural Effusion": 0.8203198313713074,
"Pleural Other": 0.5369154810905457,
"Pneumonia": 0.5141023993492126,
"Pneumothorax": 0.4111718237400055,
"Support Devices": 0.647682785987854
}
|
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