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The dataset generation failed
Error code: DatasetGenerationError
Exception: UnicodeDecodeError
Message: 'utf-8' codec can't decode byte 0x89 in position 0: invalid start byte
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1855, in _prepare_split_single
for _, table in generator:
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/csv/csv.py", line 188, in _generate_tables
csv_file_reader = pd.read_csv(file, iterator=True, dtype=dtype, **self.config.pd_read_csv_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/streaming.py", line 75, in wrapper
return function(*args, download_config=download_config, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 1213, in xpandas_read_csv
return pd.read_csv(xopen(filepath_or_buffer, "rb", download_config=download_config), **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1026, in read_csv
return _read(filepath_or_buffer, kwds)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 620, in _read
parser = TextFileReader(filepath_or_buffer, **kwds)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1620, in __init__
self._engine = self._make_engine(f, self.engine)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1898, in _make_engine
return mapping[engine](f, **self.options)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 93, in __init__
self._reader = parsers.TextReader(src, **kwds)
File "parsers.pyx", line 574, in pandas._libs.parsers.TextReader.__cinit__
File "parsers.pyx", line 663, in pandas._libs.parsers.TextReader._get_header
File "parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
File "parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
File "parsers.pyx", line 2053, in pandas._libs.parsers.raise_parser_error
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x89 in position 0: invalid start byte
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
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image
string | file_path
string | prompt
string | target
string |
|---|---|---|---|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_5.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_5.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
since prior exam, there is new large consolidation involving the right mid and lower lung zones, which is concerning for pneumonia. the right heart border and right diaphragm are obscured. small-to-moderate left pleural effusion is present. the left lung is clear. there is mild stable blunting of the left costo-phrenic angle which may be trace left effusion or pleural thickening. there is no pneumothorax. the mediastinal contour is enlarged, although stable from multiple prior exams. the heart size is normal. right internal jugular dialysis catheter is in unchanged position terminating in the right atrium.
Impression:
new right mid and lower lung consolidation, most consistent with pneumonia. small-to-moderate right pleural effusion. stable small left pleural effusion or pleural thickening.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_6.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_6.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
ap portable upright view of the chest. overlying ekg leads are present. there is persistent mild cardiomegaly. hilar congestion and moderate pulmonary edema is noted. linear densities in the mid to lower lungs likely represent platelike atelectasis. tiny effusions are likely present. no pneumothorax. bony structures are intact.
Impression:
moderate pulmonary edema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_9.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_9.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
interval removal of right chest tube. small right apical pneumothorax without tension. lung volume is again small. otherwise no significant change from prior. left pleural effusion with underlying volume loss is stable. cardiomediastinal silhouette is unchanged.
Impression:
interval removal of right chest tube. small right apical pneumothorax without tension.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_18.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_18.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia, Pneumothorax
Findings:
portable upright view of the chest demonstrates three right-sided chest tubes. small right pneumothorax is noted, which has decreased in size since prior. there is blunting of the right costophrenic angle, suggestive of pleural effusion. right upper lung consolidation is new since prior. left lung is essentially clear. there is no left pleural effusion or pneumothorax. hilar and mediastinal silhouettes are unremarkable. the heart size is normal. there is no pulmonary edema.
Impression:
small right pneumothorax following right upper lobe wedge resection, decreased in size since prior. right upper lung consolidation is new since priors and may reflect post-surgical changes.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_20.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_20.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
mildly hypoinflated lungs with crowding of vasculature. heterogeneous right lower lobe opacity is noted. no pleural effusion or pneumothorax. mild accentuation of the heart size is likely due to patient positioning and low lung volumes. mediastinal contour and hila are unremarkable.
Impression:
heterogeneous right lower lobe opacity may represent superimposed vessels however differential includes early pneumonia. clinical correlation is recommended. if concern consider repeat radiograph with better positioning for further evaluation.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_22.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_22.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
the patient is status post median sternotomy with multiple clips noted in the mediastinum. enlargement of the mediastinal contour is compatible with a massive pseudoaneurysm of the ascending aorta. the remainder of the mediastinal contour appears unchanged. there is continued moderate cardiomegaly and mild pulmonary edema. small bilateral pleural effusions, left greater than right, are present, perhaps slightly decreased in size on the right and increase in size on the left. bibasilar opacities may reflect atelectasis. no pneumothorax is present. dextroscoliosis of the thoracic spine is re- demonstrated.
Impression:
mild pulmonary edema with small bilateral pleural effusions. bibasilar opacities likely reflect compressive atelectasis. status post ascending aortic stent placement and re- demonstration of known large pseudoaneurysm of the ascending aorta.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_24.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_24.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema, Pneumonia
Findings:
previously seen bibasilar opacities have improved, representing resolving aspiration pneumonia. right apical thin-walled emphysematous bullae are unchanged and better evaluated on the chest ct dated . the cardiomediastinal and hilar silhouettes remain unchanged. there are atherosclerotic calcifications of the aortic arch. there is no pleural effusion or pneumothorax. there are old healed fractures of the right fourth and fifth ribs. there is also a subacute fracture of the tip of the right clavicle. a venous catheter in the right arm terminates at the level of the mid humerus. there is old oral contrast in the upper abdomen.
Impression:
improved bibasilar opacities, representing resolving aspiration pneumonia. right apical thin-walled emphysematous bullae are unchanged and better evaluated on the ct torso dated . subacute fracture of the tip of the right clavicle. this preliminary report was reviewed with dr. , radiologist.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_27.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_27.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
single portable view of the chest. the lungs are clear of consolidation. please note the right costophrenic angle is not completely imaged in this field of view. the cardiomediastinal silhouette is normal. no acute osseous abnormality seen.
Impression:
no acute cardiopulmonary process.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_29.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_29.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a right picc and enteric tube are unchanged in position. the patient is status post median sternotomy. an aortic valve prosthesis is in place. enlargement of the cardiac silhouette is stable. widening of the mediastinum is also grossly unchanged from . there is no significant interval change in the extensive moderate-to-severe pulmonary edema. there is maturation of the right upper lobe consolidation from with concern for developing cavitation. retrocardiac opacification is unchanged, likely reflecting a combination moderate left pleural effusion and underlying atelectasis.
Impression:
maturation of right upper lobe consolidation with concern for cavitation. no significant interval change in moderate-to-severe pulmonary edema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_33.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_33.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
indwelling support and monitoring devices are stable and in appropriate position. moderate pulmonary edema is unchanged from , improved from . mediastinal contours and cardiac silhouette are normal. bilateral opacities are unchanged and may represent pulmonary edema, ards, or concurrent pneumonia.
Impression:
no significant interval change.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_36.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_36.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
the lungs are well expanded. there has been a significant interval improvement of bilateral alveolar opacities present on . there are some residual streaky opacities in the retrocardiac space which are likely from atelectasis. no pleural effusions are identified. previous blunting of the right cardiophrenic angle has completely resolved. there is no pneumothorax. of note, there is an unusual curvilinear opacity tracking along the right margin of the mediastinum of unclear significance. there might be mild cardiomegaly, although assessment is limited in this ap exam. an old posterior rib fracture of the left sixth rib is present.
Impression:
unusual curvilinear opacity tracking along the right margin of the mediastinum of unclear significance. dedicated pa and lateral radiographs are recommended for better assessment. mild left basilar atelectasis. otherwise, no evidence of acute cardiopulmonary process.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_43.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_43.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
patient is status post median sternotomy and cabg. there is persistent enlargement of the cardiac silhouette. mediastinal contours are stable. right-sided picc terminates in the low svc without evidence of pneumothorax. a right pleural effusion persists. right base opacity may be due to combination of pleural effusion and atelectasis with some mild pulmonary vascular congestion. overall, pulmonary vascular congestion appears slightly improved as compared to the prior study.
Impression:
persisting cardiomegaly and right pleural effusion. mild pulmonary vascular congestion, which appears improved since the prior study.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_53.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_53.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
there has been no significant interval change with redemonstration of a right internal jugular temporary pacing wire with the tip in expected location in the right ventricle. significant cardiomegaly is unchanged. lungs are clear. significant degenerative changes of the right shoulder are noted.
Impression:
no significant interval change with appropriate positioning of right ij temporary pacing wire.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_54.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_54.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
again seen is mild cardiomegaly, stable since the exam from . there has been an interval increase in bilateral pulmonary vascular engorgement and pulmonary edema. there has also been an increase in bibasilar opacities with silhouetting of the left hemidiaphragm, likely secondary to pulmonary edema; however, a superimposed aspiration or pneumonia is also likely in the acute clinical setting. there is no pneumothorax.
Impression:
interval worsening of bilateral pulmonary edema and vascular engorgement. interval increase in bibasilar opacities. this may be secondary to worsening atelectasis or superimposed aspiration/pneumonia. findings were discussed with dr. , by dr.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_55.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_55.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
the heart remains mildly enlarged. there is a retrocardiac opacity consistent with a hiatal hernia. no large effusion or pneumothorax. no signs of pneumonia or edema. mediastinal contour is stable. bony structures are intact.
Impression:
stable cardiomegaly and retrocardiac opacity consistent with hiatal hernia. no acute findings.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_56.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_56.png
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You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the lung volume is small. pulmonary edema and pulmonary venous congestion are unchanged. increased left mid lung opacification is concerning for pneumonia. no pleural effusion or pneumothorax. cardiomegaly is unchanged. the mediastinum is unchanged.
Impression:
left mid lung opacification is concerning for pneumonia. unchanged pulmonary edema and pulmonary venous congestion.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_66.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_66.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
significant increase in cardiomegaly is concerning for hemopericardium. there has been slight increase in bilateral pleural effusion with increase in right hilar prominence and right-sided atelectasis. there has been interval extubation of the patient. swan-ganz catheter is seen in place, now advanced into the right pulmonary artery. there are stable low lung volumes with no evidence of new pneumothorax.
Impression:
interval increase in cardiomegaly concerning for hemopericardium. echocardiogram is recommended to further evaluate this finding. m. by via phone.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_72.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_72.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a pigtail drainage catheter has been placed into the left lower hemithorax since the prior examination with marked reduction in a loculated left-sided pleural effusion. however, there is considerable persistent opacification along the pleural surfaces of the left mid to lower lung as well asretrocardiac opacification. associated with the presence of the catheter, there is now a small amount of air associated with the collection. moderate interstitial abnormality appears increased in severity.
Impression:
status post placement of pleural drain on the left with substantial decrease in loculated pleural effusion. increasing interstitial abnormality for which differential considerations include interstitial pulmonary edema or perhaps less likely atypical pneumonia.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_74.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_74.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
ap view of the chest. previously identified pneumothorax is miniscule if seen at all. again seen is a large hiatal hernia within the left hemithorax. no evidence of pulmonary edema. tiny right pleural effusion. no focal consolidation. heart size is normal. there are aortic knob calcifications. the previously seen posterior rib fractures on recent ct are not well seen.
Impression:
previously seen tiny right-sided pneumothorax is miniscule if seen at all. tiny right pleural effusion.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_76.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_76.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
a portable ap radiograph of the chest depicts a new orogastric tube coursing through the esophagus and terminating within the stomach. a right internal jugular introduction sheath terminates in the upper svc. there is persistent mild cardiomegaly and mediastinal widening. the left retrocardiac opacity has not markedly changed from the most recent study approximately six hours ago. atelectasis at the right base has improved somewhat. the lungs are otherwise clear, and the pulmonary vascularity is normal, without edema. there is no pneumothorax or large pleural effusion.
Impression:
orogastric tube terminates within the stomach. considerable left lower lobe atelectasis persists. in the setting of infectious symptoms, pneumonia in this region cannot be excluded.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_80.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_80.png
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You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
heart size remains moderately enlarged. coronary artery stent is re- demonstrated. the aortic knob is densely calcified. mediastinal and hilar contours are unchanged. pulmonary vasculature is not engorged. new focal opacity is seen within the right mid lung field, concerning for infection. streaky atelectasis is also noted in the left lung base. a trace right pleural effusion is demonstrated with blunting of the costophrenic angle. no pneumothorax is identified. marked degenerative changes of the left glenohumeral joint are again seen with a probable loose body inferior to the joint.
Impression:
new focal opacity within the right mid lung field concerning for pneumonia. followup radiographs after treatment are recommended to ensure resolution of this finding.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_82.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_82.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
large opacity projecting over the left mid to lower hemi thorax is again seen, worrisome for pleural effusion and overlying atelectasis. mild pulmonary edema is again seen. increased patchy right basilar opacity may be due to atelectasis or aspiration given short term development. difficult to exclude a small right pleural effusion. the cardiac silhouette is enlarged although not well assessed on the left due to the large left-sided opacity. no pneumothorax seen.
Impression:
large left mid to lower hemi thorax opacity raises concern for large pleural effusion and atelectasis, underlying consolidation is not excluded. previously seen midline shift has a decreased in the interval. mild to moderate pulmonary edema. interval increase in right basilar opacity may be due to atelectasis or aspiration given short term interval development.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_86.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_86.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema, Pneumothorax
Findings:
there is increased size of the left pneumothorax which is seen both laterally and medially. this is superimposed on the diffuse lung disease previously described. there is increased subcutaneous emphysema. bilateral chest tubes, left central line, et tube, and ng tube are unchanged at the time of dictating this study followup films had already been obtained
Impression:
moderate left pneumothorax, increased compared to prior.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_94.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_94.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the right lung base opacity has improved compared to . same differential still applies; this could be re-expansion edema, pneumonia, or pulmonary hemorrhage. there is small left subpulmonic pleural effusion. cardiomediastinal silhouette is within normal size and unchanged.
Impression:
the right lung base opacity has improved compared to
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_104.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_104.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the lungs are clear of consolidation or large effusion. there is moderate cardiac enlargement. no acute osseous abnormalities identified.
Impression:
cardiomegaly without superimposed acute cardiopulmonary process.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_107.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_107.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
similar to multiple prior exams, there is relative opacification of the left lower lobe which is partially atelectatic but also in part consolidation without volume loss resulting in the relatively bizarre morphology in the retrocardiac left lung. no further consolidation is noted. there is no superimposed edema. the mediastinum is unremarkable. the cardiac silhouette remains enlarged but stable. there is no effusion or pneumothorax. degenerative changes are noted throughout the thoracic spine.
Impression:
persistent part atelectatic and part consolidative left lower lobe opacification. prior ct imaging on successive occasions has demonstrated extensive filling of the corresponding bronchioles with material.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_108.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_108.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
left-sided chest tube is seen with pigtail projecting over the left lower lung field. a residual small to moderate sized left-sided pneumothorax is present, with resolution of the previously seen signs of tension. the left lung has re-expanded, with streaky left basilar opacities possibly reflecting residual atelectasis. right lung is clear. the cardiac, mediastinal, and hilar contours are normal is size and location, with resolution of the previously seen rightward shift.
Impression:
status post placement of left-sided pigtail chest tube with interval re-expansion of the left lung, residual small to moderate left-sided pneumothorax, and resolution of the previously noted signs of tension.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_116.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_116.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
there has been interval placement of an et tube in satisfactory position. a right picc line is present with the tip in the mid svc. there is new left lower lobe consolidation which is consistent with collapse. there is no leftward shift of mediastinal structures, indicating hyperinflation of the left upper lobe. there is a small left-sided pleural effusion. right-sided atelectasis has improved. heart size is top normal.
Impression:
left lower lobe collapse with consequent hyperinflation of left upper lobe. satisfactory placement of et tube.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_117.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_117.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
assessment of this radiograph is limited by poor positioning with left lateral rotation as well as exclusion from the field of view of both costophrenic angles. an esophageal tube is present with the tip coursing inferiorly below the level of the diaphragm, inferior aspect not fully included on the image. there is an ill-defined opacity projecting over the right cardiophrenic angle which is partially obscuring the right heart border as well as margin of the thoracic spine. no focal opacities are noted in the left lung. there is no evidence of pneumothorax.
Impression:
opacity projecting over the right cardiophrenic angle may represent pneumonia versus aspiration in this patient with recent intubation. esophageal tube coursing inferiorly below the level of the diaphragm, inferior aspect not fully included on the image.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_118.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_118.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
portable semi-upright radiograph of the chest demonstrates interval increase in retrocardiac opacity consistent with left lower lobe volume loss and small left-sided pleural effusion. right lung is unchanged. stable cardiomegaly. endotracheal tube is again somewhat obscured by the spinal fixation device, but appears to be in unchanged position. a chest tube is seen projecting over the left hemithorax. nasogastric tube is seen with the tip terminating in the stomach.
Impression:
interval increase in retrocardiac opacity consistent with left lower lobe volume loss and small new left-sided pleural effusion.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_119.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_119.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a pleural pigtail catheter terminates at the right lung base. there is significant improvement of the moderate to large right pleural effusion. there is asymmetric edema of the left lung. air bronchograms and dense consolidation of the left lung base is likely reflective of volume loss. there is no large pneumothorax. the cardiac silhouette remains enlarged.
Impression:
significant improvement of moderate-to-large right pleural effusion. asymmetric left-sided pulmonary edema with dense consolidation of the left lower lobe, likely related to volume loss.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_120.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_120.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
ap portable upright view of the chest. there has also been placement of an ng tube which extends inferiorly along the thoracic midline into the left upper quadrant with the tip not within the imaged field. extensive pulmonary opacity remains concerning for edema though difficult to exclude a superimposed pneumonia.
Impression:
interval placement of endotracheal nasogastric tubes, in satisfactory position.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_121.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_121.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema
Findings:
right lung is better aerated, with residual pulmonary opacities compared with prior. no definite pneumothorax. right chest tube. right picc line tip in the low svc. right pleural effusion has improved. left pleural effusion is stable. stable left basilar opacity, likely atelectasis. enteric tube tip below diaphragm. emphysematous changes lungs. stable heart size.
Impression:
no pneumothorax. improved findings in the right chest.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_126.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_126.png
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You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
interval placement of a right-sided internal jugular central venous line with the tip terminating near the cavoatrial junction. a nasogastric tube courses beneath the diaphragm now two-view the radiograph. endotracheal tube is unchanged in position. cholecystostomy clips are noted. lung volumes remain low but without evidence of focal consolidation, pleural effusion, pneumothorax, or pulmonary edema. severe cardiomegaly is unchanged.
Impression:
right ij cvl terminating at the cavoatrial junction. additional support lines and tubes are properly position. otherwise no change.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_127.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_127.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
there are decreased lung volumes, resulting in crowding of the bronchovascular structures. the right hemidiaphragm is noted to be elevated with respect to the left. there is appearant volume loss of the right, medial lung base. there is no focal consolidation, pleural effusion, pneumothorax, or frank pulmonary edema identified. there appears to be mild cardiomegaly, although this may be exaggerated by the patient's low lung volumes and by the ap projection. mediastinal contours are normal.
Impression:
medial right lung base volume loss, likely representing atelectasis. elevated right-sided hemidiaphragm.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_136.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_136.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
single ap view of the chest provided. patient is status post median sternotomy. wires are intact and properly aligned. a right lung base patchy infiltrate is concerning for pneumonia. no pneumothorax. hilar contours are normal. moderate cardiomegaly is unchanged. mild vascular congestion and atelectatic change at the lung bases is unchanged.
Impression:
a new, right lung base patchy infiltrate is concerning for pneumonia. moderate cardiomegaly, mild vascular congestion and atelectatic change is unchanged from .
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_137.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_137.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema
Findings:
right picc ends in the right axilla. lungs are hyperinflated due to emphysema or small airway obstruction, consistent with a history of copd. lungs are clear of focal consolidation or other evidence of infection. heart is normal size and mediastinal silhouette is normal. there is no pleural abnormality.
Impression:
right picc ends in the axilla. copd. no pneumonia.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_139.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_139.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
mild to moderate cardiomegaly is unchanged. the mediastinal contour is similar. there are mild atherosclerotic calcifications within the thoracic aorta. mild pulmonary edema is worse in the interval. no large pleural effusion or pneumothorax is present. streaky atelectasis is demonstrated in the lung bases without focal consolidation. no acute osseous abnormalities seen.
Impression:
mild pulmonary edema, worse in the interval.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_140.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_140.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the ng tube extends below the diaphragm and out of view. a right ij venous sheath is in expected position. there are bilateral pleural effusions with bibasilar opacities. there is fullness of the bilateral hila. low lung volumes are low with pulmonary edema. there is an irregular lucency in the distal left clavicle.
Impression:
per the micu note this is already been repositioned. bilateral pleural effusions with bilateral lower lung opacities which could reflect combination of effusion atelectasis and possibly superimposed pneumonia. fullness of the bilateral hila could reflect vascular engorgement or potentially lymphadenopathy. mild pulmonary edema. irregular lucency in the distal clavicle could be related to prior trauma or metabolic disorder; however, a metastasis is also possible. depending on the workup of her abdominal findings, this could be further evaluated with ct if clinically indicated. with dr.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_148.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_148.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a consolidative opacity in the right upper lobe is increased compared to the prior radiograph from , consistent with pneumonia on recent ct from . there is mild interstitial pulmonary edema, not significantly changed. a moderate left pleural effusion is increased. dense left retrocardiac atelectasis is again seen. there is also subsegmental right lower lung atelectasis. the heart size is difficult to assess but is likely mildly enlarged. the mediastinal contours are not significantly changed. there is no pneumothorax.
Impression:
slight increase in right upper lung consolidative opacity, consistent with pneumonia. increased moderate left pleural effusion with persistent dense left retrocardiac and minimal right lower lung atelectasis. mild interstitial pulmonary edema, not significantly changed.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_149.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_149.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
sternotomy wires and mediastinal clips are unchanged. the cardiomediastinal contours are unchanged. there is increased consolidation of the left lower lung as well as in the upper lung. there is no large pleural effusion or pneumothorax. the right lung is clear.
Impression:
left lung consolidation, compatible with pneumonia.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_150.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_150.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
subtle lucency within the left lung base with deep sulcus sign corresponds to the pneumothorax better seen on the previous chest ct. numerous anterior bilateral rib fractures are also better appreciated on the prior ct. there has been no interval change in the cardiac or mediastinal contour, and no rightward shift of midline structures is appreciated. there has been interval placement of an enteric tube with tip at the gastroesophageal junction. left-sided pacemaker device is again noted. lung volumes remain low with crowding of bronchovascular structures. patchy opacities within the lung bases likely reflect a combination of atelectasis and aspiration.
Impression:
subtle lucency within the left lung base with deep sulcus sign corresponds to the previously seen pneumothorax on ct and overall, findings appear unchanged compared to the chest radiograph performed earlier in the day. no significant contralateral mediastinal shift. interval withdrawal of the endotracheal tube which is now in standard position. enteric tube has been placed with tip at the gastroesophageal junction and should be advanced for optimal positioning within the stomach. bibasilar patchy opacities compatible with a combination of atelectasis and aspiration. known bilateral anterior rib fractures are better seen on the recent ct.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_151.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_151.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
since prior exam, there is new mild pulmonary edema. additionally, there is a more focal opacity at the right base, most consistent with pneumonia. there is no pleural effusion or pneumothorax. the mediastinal contours are normal. the heart size is mildly enlarged. a new right hemodialysis catheter is present with the tip at the cavoatrial junction.
Impression:
new right basilar pneumonia. mild cardiomegaly and mild pulmonary edema.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_153.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_153.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
rightward mediastinal and cardiac shift reflect a small decrease in volume of the right hemithorax, but right lung volume is approximately unchanged secondary due to decrease in small right pneumothorax and concomitant increase in small right pleural effusion. the left lung is unremarkable. heart size is normal, but larger today. there is no pulmonary edema or vascular congestion. subcutaneous emphysema is unchanged in quantity, but different in distribution. a linear right lower lung opacity is probably atelectasis. two right chest tubes are unchaned, one in the apex, the other in the base.
Impression:
small right apical pneumothorax reduced in volume, small right pleural effusion incresed, right lung volume stable.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_155.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_155.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
unchanged severe chronic cardiomegaly and prominence the pulmonary vasculature. lung volumes are low narrowing with significant atelectasis at the lung bases. mild pulmonary edema. no pneumothorax.
Impression:
severe chronic cardiomegaly. mild pulmonary edema. no evidence of pneumonia.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_156.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_156.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
lung volumes are low. there is a mild interstitial pulmonary edema and mild cardiomegaly. mediastinal wires appear intact numerous surgical clips project over the mediastinum. the aortic arch is calcified. there is no large pleural effusion or pneumothorax.
Impression:
mild cardiomegaly and interstitial pulmonary edema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_157.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_157.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
images are poorly penetrated. cardiac borders are not well defined though heart size is likely enlarged. vascular congestion is present with enlarged azygous vein. there is no pneumothorax. probable small pleural effusions are if likely present. mediastinal widening is likely due to a combination of vascular engorgement and mediastinal fat deposition.
Impression:
cardiomegaly, pulmonary vascular congestion and small pleural effusions. when the patient's condition permits, standard pa and lateral chest radiographs are recommended to better assess mediastinal widening.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_160.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_160.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
one portable semi-erect view of the chest. there is a triangular-shaped opacity in the left hemidiaphragm that likely represents either pneumonia or atelectasis. there is also a new heterogeneous opacity in the right lung base that is either atelectasis or pneumonia. the upper lung zones are clear. an ng tube ends in the stomach and its last side port is near the eg junction. there is no pleural effusion or pneumothorax. the cardiac, mediastinal and hilar contours are normal. there is no pulmonary vascular congestion.
Impression:
bibasilar opacities either represent atelectasis or pneumonia. correlate clinically. ng tube ends in the stomach with its last side port near the eg junction.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_161.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_161.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
there is mild to moderate cardiomegaly, with a unfolding of the aorta. there is mild vascular plethora, consistent with mild chf. faint increased opacity at the left lung base could reflect presence of left lower lobe collapse and/or consolidation. the appearance is similar to , although slightly improved. linear atelectasis at the left base is also noted. there is minimal subsegmental atelectasis the right base. no gross effusion seen on either side, though the costophrenic angles are not sharply defined.
Impression:
probable mild chf. a faint opacity at the left lung base, consistent with collapse and/or consolidation. changes due to aspiration could have a similar appearance. if clinically indicated, a lateral view may help for further assessment.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_162.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_162.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
previously seen nasogastric tube is seen with its tip terminating in the expected location of the stomach. the tip is pointed upward. when compared to chest radiograph dated , there is severe unchanged cardiomegaly and stable appearing mediastinal and hilar contours. previously seen atelectasis at the right lower lobe is improved. improved aeration of the left lung with a small left pleural effusion. no new focal consolidation. no overt pulmonary edema. no pneumothorax.
Impression:
enteric tube seen with tip terminating in the stomach. improved left lobe aeration.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_166.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_166.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
bilateral perihilar haziness, pulmonary vascular congestion, mild-to-moderate bilateral pleural effusions complaining lower lung atelectasis, left side more than right and minimal fluid in the right minor fissure are unchanged since . top normal heart size, mediastinal and hilar contours are similar. stent in the mid and lower esophagus, unchanged. left picc line tip is at left brachiocephalic and superior venocaval junction.
Impression:
given the extent of vascular congestion and bilateral pleural effusions, concurrently associated pneumonia on this single frontal view, however, cannot be ruled out.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_168.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_168.png
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You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the cardiac silhouette is stably, mildly enlarged. there is bibasilar atelectasis. pulmonary edema is overall stable since prior examination, but the other the signs of cardiac decompensation - pulmonary and mediastinal vascular engorgement- are improving. more confluent opacity is seen in the bilateral infrahilar regions, right greater than left. though these may be related to the underlying pulmonary edema, infection is not excluded. there is no definite pleural effusion or pneumothorax.
Impression:
despite persistent pulmonary edema, cardiac decompensation is improving. appearance of the lung bases is suspicious for pneumonia.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_171.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_171.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema
Findings:
portable upright view of the chest demonstrates increased lung volumes and flattening of the hemidiaphragms, as well as attenuation of the pulmonary vascular markings, compatible with severe emphysema. right lateral lung base opacities are longstanding and likely reflect scarring. bibasilar streaky opacities could reflect atelectasis or infection. no pleural effusion or pneumothorax is seen. there is mild perihilar vascular congestion. aortic arch calcifications are again noted. hilar and mediastinal silhouettes are unchanged. heart size is top normal. partially imaged upper abdomen is unremarkable.
Impression:
bibasilar opacities may represent atelectasis or infection in the appropriate clinical setting. emphysema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_174.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_174.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
even allowing for the ap technique and low lung volumes, the heart is probably mildly enlarged. a right subclavian central venous catheter is in the proximal svc. bibasilar opacities likely represent atelectasis. there is no focal consolidation, pleural effusion, or pneumothorax.
Impression:
low lung volumes and mild cardiomegaly. no evidence of pulmonary edema or pneumonia. central venous catheter terminates in the proximal svc.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_181.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_181.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a single portable frontal view of the chest was performed. opacification is seen in adjacent to the left heart border. the heart size is mildly enlarged. there is no pleural effusion or pneumothorax. the mediastinal structures are normal. small amount of calcifications within the aortic arch. the imaged upper abdomen is unremarkable.
Impression:
left lower lung opacification which may represent atelectasis, although pneumonia cannot be excluded. mild cardiomegaly.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_189.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_189.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a portable frontal view of the chest demonstrates a left pectoral pacemaker with leads terminating in the right atrium and right ventricle. a left ventricular assist device is in place and unchanged in position. the cardiac silhouette is enlarged but unchanged. there is mild pulmonary edema. there are small bilateral pleural effusions. a more hazy opacity seen at the right lung base is noted. there is no pneumothorax. the mediastinal contours are unchanged.
Impression:
hazy opacity at the right lung base may reflect atelectasis, although, pneumonia should be considered. unchanged appearance of the left ventricular assist device.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_191.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_191.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a persistent left retrocardiac density is again seen, reflecting left lower lobe atelectasis or consolidation. no new consolidation, effusion, or pneumothorax is detected. an endotracheal tube and right ij catheter are unchanged in position. an orogastric tube terminates within the stomach.
Impression:
persistent left lower lobe retrocardiac opacity. no new superimposed consolidation or effusion.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_202.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_202.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
right and moderate bilateral pleural effusions, mild cardiomegaly, pulmonary vascular redistribution consistent with chf. compared to prior exam there is no significant interval change.
Impression:
chf
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_203.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_203.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
single portable supine ap chest radiograph demonstrates stable mild cardiomegaly and hilar contours when compared to prior radiograph. tortuous descending abdominal aorta with aortic calcifications noted. no large pneumothorax is detected. there is no large pleural effusion. no evidence to suggest pulmonary edema. no obvious chest cage trauma is identified.
Impression:
no acute abnormality detected. mild cardiomegaly, stable. conventional radiograph insensitive in the evaluation of acute chest cage trauma. please refer to ct torso obtained same date for complete findings.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_205.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_205.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
combination of multifocal pneumonia and/or lymphoma and pulmonary edema has improved minimally since earlier today, mostly due to a decrease in the component of edema. heart size is top-normal. pleural effusions are presumed, small to moderate but not large. there is no pneumothorax. et tube is in standard placement. right jugular central venous line ends in the upper right atrium
Impression:
nasogastric tube has been advanced an the first side port is in the distal body of the stomach.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_207.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_207.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
single frontal view of the chest was obtained. moderate cardiomegaly and widening of the vascular pedicle are new. the lungs are clear. no focal consolidation, pleural effusion, or pneumothorax. no radiopaque foreign body.
Impression:
new moderate cardiomegaly.
Recommendations:
None.
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/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_208.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_208.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a right internal jugular catheter has been removed. there is persistent opacification in the right upper lobe with an underlying increase in mild pulmonary edema. the cardiac and mediastinal contours are unchanged. there is no hilar or pleural abnormality.
Impression:
worsening mild pulmonary edema with resultant worsened appearance of the right upper lobe consolidation.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_210.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_210.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
single portable view of the chest. no prior. the lungs are hyperinflated with relative paucity of interstitial markings suggesting underlying copd. there is a region of subtle increased opacity identified at the right lung base, which could represent pneumonia. elsewhere, there is no confluent consolidation. there is no definite effusion. cardiac silhouette is slightly enlarged. atherosclerotic calcifications noted in the aorta which is slightly tortuous. no acute osseous abnormality detected.
Impression:
suspected right lung base pneumonia.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_212.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_212.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
since , mild interval improvement in widespread bilateral opacities are seen, possibly due to improvement of pulmonary edema following diuresis. the underlying lung fibrosis is unchanged. small left apical pneumothorax appears mildly increased. the feeding tube is seen in the stomach. the left picc line is in the lower svc. the heart size is unchanged.
Impression:
mild improvement in widespread bilateral opacities, possibly from improvement of pulmonary edema following diuresis. small left apical pneumothorax appears mildly increased since .
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_222.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_222.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
right internal jugular catheter is in the mid svc. orogastric tube courses into the stomach and out of view. perihilar opacities are slightly improved compared to the prior study with overall decrease in apparent pulmonary edema. focal right upper lung consolidation is at most slightly increased in density. the heart is normal in size with normal cardiomediastinal silhouette.
Impression:
minimally worsening right upper lobe opacity which could reflect developing pneumonia. perihilar consolidations, asymmetrically greater on the left, are slightly improved and likely reflect improved pulmonary edema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_223.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_223.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
portable ap chest radiograph. median sternotomy wires are intact. lung volumes are low with pulmonary vascular engorgement and mild interstitial edema are stable. however, atelectasis in the right lung base is slightly worse. pleural effusions are small. moderate cardiomegaly is unchanged. there is no pneumothorax.
Impression:
stable mild interstitial pulmonary edema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_231.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_231.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
tracheostomy tube and sternal wires are noted. the right picc now terminates in the mid svc. the cardiac silhouette is enlarged. there is pulmonary vascular congestion. there is right pleural effusion and probable left pleural effusion.
Impression:
pulmonary vascular congestion and bilateral pleural effusions, similar to prior exam. cardiomegaly, similar to prior exam.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_232.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_232.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
semi-upright frontal view of the chest. trace right-sided pneumothorax is not clearly identified on the current exam. there is new retrocardiac opacity identified on the current exam. this could be in part due to lower lung volumes however pa and lateral plain technical in nature however pa lateral can be performed to confirm.
Impression:
retrocardiac opacity could be attributed to lower lung volumes and technical in nature however repeat with pa and lateral can be performed to exclude interval development of underlying pathology. known right apical pneumothorax is not seen on the current exam.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_235.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_235.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the study is somewhat limited by motion. there is improved aeration at the lung bases with increasing consolidation of the right mid-lung. there is no pleural effusion or pneumothorax. cardiac and mediastinal contours are normal.
Impression:
improved aeration of the lung bases with increasing consolidation in the right mid-lung. these findings would be atypical for aspiration.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_236.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_236.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumothorax
Findings:
lordotic positioning. again seen is mild cardiomegaly, with a calcified ascending aorta there is patchy relatively confluent opacity at the right lung base extending to the costophrenic sulcus. , new compared with . no associated air bronchograms are identified, however. elsewhere, no focal infiltrate or effusion. no chf. thin vertical linear lucency along the mid left chest wall is noted, new compared with the prior study. this may represent artifact due to out overlying soft tissues. an atypical pneumothorax along the left mid chest wall is considered less likely. no other evidence of pneumothorax. probable old healed left sided rib fractures noted, unchanged.
Impression:
new confluent opacity at the right lung base, suspicious for a focal pneumonic infiltrate. a small associated effusion would be difficult to exclude. if clinically indicated, a lateral view could help for further characterization. minimal, if any, left base atelectasis. no left base consolidation or effusion. thin linear lucency abutting the inner surface of the left mid chest wall. is there clinical concern for a pneumothorax in this location? . this appearance is more suggestive of artifact due to overlying soft tissue planes. no other evidence of pneumothorax.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_238.png
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/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_238.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema
Findings:
increased right lung opacity likely reflect increasing pulmonary edema and pleural effusion. no pneumothorax is identified. there is persistent rightward mediastinal shift, similar to before. left lung base opacity is unchanged. a catheter is identified overlying the right cervical region and lung. extensive subcutaneous emphysema is stable.
Impression:
increasing right pulmonary edema, for which possible etiologies include pulmonary venous thrombosis in postop setting. no pneumothorax. left lung base opacity may reflect aspiration or pneumonia in correct clinical setting. d. by , m. d.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_247.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_247.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
portable chest radiograph demonstrates new consolidaiton in the left lowre lung, likely pneumonia. right lower lung opacification may be atelectasis exaggerated by low lung volumes, alternatively representing a multifocal bilateral pneumonia is a consideration. cardiac silhouette is somewhat obscured by opacification, but appears normal. mediastinal and hilar contours are unremarkable. no pneumothorax evident. blunting of the left costophrenic angle may represent a small pleural effusion. posterior spinal fusion hardware identified. tip of a right-sided central venous catheter is obscured but is seen as far as the cavoatrial junction.
Impression:
left lower and possibly right lower lung pneumonia. tip of right-sided central venous catheter obscured but seen as far as cavoatrial junction.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_251.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_251.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
a right internal jugular catheter is unchanged in satisfactory position. ng tube is not well seen. interval placement of thoracic spinal hardware since yesterday. stably enlarged cardiomediastinal silhouette is chronic. moderate pulmonary edema is unchanged. the left costophrenic angle is excluded from this film. no large pleural effusion or pneumothorax.
Impression:
moderate pulmonary edema and chronic cardiomegaly, not changed since yesterday.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_254.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_254.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
multiple right rib fractures are identified as seen on prior ct. small pneumothorax seen on prior ct is not appreciated on this study. no consolidation or pleural effusion is identified. cardiomediastinal and hilar silhouette are normal size.
Impression:
no acute cardiopulmonary process. multiple right rib fractures.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_255.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_255.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
as compared to chest radiograph from earlier today, right-sided hydro pneumothorax has mildly decreased and remains moderate. no radiographic evidence of tension. the left lung remains clear. no other relevant change.
Impression:
slight decrease in moderate hydropneumothorax. with dr.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_272.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_272.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
bilateral multifocal opacities have increased in density and extent, greater on the right than left, with continued sparing of the left upper lung. this appearance suggests worsening of a prior multifocal infectious process. new on this radiograph is suggestion of a small to moderate pleural effusion on the right side, which is difficult to quantify, although potentially loculated. cardiac, mediastinal and hilar contours are somewhat obscured but there is no indication that these are likely to have changed. there is no pneumothorax or evidence for pleural effusion on the left.
Impression:
worsening multifocal opacities suggesting pneumonia as well as increased right-sided pleural effusion.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_275.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_275.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Emphysema
Findings:
no significant pleural effusions or pneumothorax. the lungs remain hyperinflated, with severe upper lobe predominant emphysema and endobronchial clips in the right upper lobe. mild pulmonary edema.
Impression:
mild pulmonary edema.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_280.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_280.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
moderate cardiomegaly with a tortuous thoracic aorta is unchanged from . hilar contours are unremarkable. a subtle triangular opacity at the right lung base was not seen previously. pleural surfaces are clear without effusion or pneumothorax.
Impression:
new, subtle opacity at the right lung base suspicious for pneumonia or mass. a lateral view may be helpful for further characterization.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_283.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_283.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
small to moderate by the pleural effusions are again demonstrated. these obscure the lung bases. the cardiac silhouette is prominent but may be exaggerated by ap technique. mediastinal structures appear stable. the bony thorax is grossly intact.
Impression:
small to moderate bilateral pleural effusions. basilar consolidation cannot be excluded. prominent cardiac silhouette.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_290.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_290.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
a right-sided picc line is seen with the tip terminating in the mid to distal svc. mild cardiomegaly and tortuous aorta are unchanged. there is left basilar atelectasis. there is no effusion or pneumothorax. there is no evidence of pulmonary vascular congestion.
Impression:
stable appearance of left basilar atelectasis.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_293.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_293.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
compared with the prior radiograph, there is a new right lower lobe opacity concerning for pneumonia. the heart size, mediastinal, and hilar contours are normal. no pneumothorax or effusions.
Impression:
new right lower lobe opacity is concerning for pneumonia.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_297.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_297.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
cardiomegaly again noted. there is hilar congestion and mild-to-moderate pulmonary edema. lower lung opacities may reflect edema though a superimposed pneumonia difficult to exclude. small bilateral pleural effusions are likely present. no pneumothorax. mediastinal contour is unchanged. bony structures are intact.
Impression:
mild to moderate pulmonary edema, small bilateral pleural effusions. lower lung opacities may reflect edema versus superimposed pneumonia.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_301.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_301.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
there has been interval improvement in aeration of the right lung base with residual linear atelectasis. lung volumes are grossly unchanged. there is persistent moderate cardiomegaly. no pleural effusion or consolidation seen. a dense opacity at the right upper lobe is likely a calcified granuloma. calcifications in the left upper abdomen are consistent with splenic granulomas.
Impression:
interval improvement of the right lower lobe airspace opacity.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_306.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_306.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
portable semi upright radiograph of the chest demonstrates large areas of dense consolidation bilaterally, secondary to pneumonia versus pulmonary hemorrhage. there has been interval clearing of the right mid and upper lung fields. unchanged cardiomediastinal and hilar contours. a right-sided internal jugular central venous line ends in the mid to distal svc. a gastric tube is into the stomach and out of view. no pneumothorax.
Impression:
large areas of dense consolidation in both bilateral lungs likely pneumonia or pulmonary hemorrhage.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_307.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_307.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
interval placement of a nasogastric tube, which terminates in the stomach. stable, borderline cardiomegaly. mediastinal and hilar contours are normal. slight interval improvement in low lung volumes bilaterally. persistent retrocardiac opacity suggests atelectasis. stable opacity in the right cardiophrenic sulcus could represent atelectasis or pneumonia. interval resolution of small left pleural effusion. no pneumothorax.
Impression:
slight interval improvement in lung volumes bilaterally. stable bibasilar opacities likely reflect atelectasis, but superimposed infection cannot be excluded.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_312.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_312.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
the heart is mildly enlarged with mild pulmonary edema. there is also a basilar pneumonia. there is no pleural effusion.
Impression:
cardiomegaly, mild pulmonary edema, and basilar pneumonia.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_314.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_314.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
there are perihilar airspace opacities bilaterally, with more confluent consolidation in the right mid lung. peribronchial cuffing is noted bilaterally, along with cephalization of the pulmonary vasculature. the heart is mildly enlarged, similar compared to prior studies. there is no evidence of pneumothorax. there is likely a pleural effusion on the right.
Impression:
findings are compatible with pulmonary edema. denser consolidation in the right midlung is potentially asymmetric edema, however this finding remains concerning for superimposed pneumonia in the appropriate clinical setting.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_316.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_316.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
compared to the prior exam, there has been minimal interval decrease in moderate right and small left pleural effusions with persistent bibasilar consolidation, most likely representing atelectasis. no pneumothorax is seen. left pleural catheter appears similarly positioned. right pleural catheter has been removed.
Impression:
minimal interval decrease in pleural effusions.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_317.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_317.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly, Pneumonia
Findings:
lung volumes remain low with mild pulmonary edema persisting. there is a new right basilar opacity suggestive of pneumonia. small left pleural effusion and left basilar atelectasis appear unchanged. moderate cardiomegaly persists and appears relatively stable. no pneumothorax is identified.
Impression:
new right basilar opacity suggestive of an early pneumonia. stable moderate cardiomegaly, mild edema, and small left pleural effusion. these findings were discussed by dr. with dr.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_318.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_318.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
left-sided icd with the tip in the right ventricle. low lung volumes with crowding of the bronchovascular markings. right lower lung zone opacity may reflect a combination of atelectasis, crowded vessels and posterior rib, rather than pneumonia. no overt pulmonary edema. mild cardiac enlargement. no pleural effusions or pneumothorax.
Impression:
no pneumothorax. right lower lung zone opacity is probably a combination of atelectasis, crowded vessels and posterior rib, rather than pneumonia. if there are symptoms of infection, repeat chest radiographs including oblique views should be obtained.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_323.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_323.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
moderate cardiomegaly has been stable compared to the exam from . there has been interval worsening of moderate pulmonary edema, as well as interval development of an asymmetric right perihilar opacity. mild bibasilar atelectasis is persistent. there are small bilateral pleural effusions. there is no pneumothorax. the visualized osseous structures are unremarkable.
Impression:
moderate pulmonary edema. asymmetric right perihilar opacity may be secondary to asymmetric edema, however follow up radiographs to ensure resolution is recommended to exclude a developing infection or malignancy. were d/w dr. by dr.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_324.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_324.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
right picc tip terminates in at the junction of the svc and right atrium. cardiac, mediastinal and hilar contours are unchanged. focal consolidative opacity is seen within the right upper lobe concerning for pneumonia. minimal streaky opacities in the lung bases likely reflect atelectasis, but additional areas of infection are not excluded. no pleural effusion or pneumothorax is seen. no acute osseous abnormalities demonstrated.
Impression:
findings concerning for right upper lobe pneumonia. bibasilar opacities may reflect atelectasis or additional sites of infection.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_326.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_326.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
a feeding tube enters the stomach. a left picc line terminates in the low svc. there is stable elevation of the left hemidiaphragm. bilateral perihilar airspace opacities are unchanged. slightly increased left basilar retrocardiac airspace opacification is most likely due to atelectasis, but pneumonia or aspiration would be difficult to exclude in the appropriate clinical setting. there is no pneumothorax. the heart and mediastinum are within normal limits despite the projection.
Impression:
slightly increased left basilar retrocardiac airspace opacification may be due to atelectasis or developing pneumonia/aspiration. stable small layering left pleural effusion.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_328.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_328.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia, Pneumothorax
Findings:
since the prior radiograph performed earlier this morning, the patient has been intubated. an enteric tube has also been placed, which terminates in the stomach. the lungs are otherwise free of focal consolidations, pleural effusions or pneumothorax. no pulmonary edema. minimal atelectasis at the left lung base. calcified mediastinal lymph nodes are visualized, better demonstrated on the prior ct chest dated . there is scarring of the right mid and lower lung zones, unchanged. cardiomediastinal silhouette is within normal limits.
Impression:
by dr.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_330.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_330.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
the patient has had recent mitral valve repair. two right chest tubes remain in place. moderate pulmonary edema has slightly decreased. moderate cardiomegaly despite the projection is also unchanged. mediastinal contours are stable. there is no definite pneumothorax. increased obscuration of the left hemidiaphragm is likely due to worsening atelectasis.
Impression:
slightly decreased moderate pulmonary edema. increased left basilar subsegmental atelectasis. stable moderate cardiomegaly.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_331.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_331.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
portable supine frontal view of the chest. there are median sternotomy wires and mediastinal clips from prior cabg. a small left pleural effusion appears decreased since . there is no pneumothorax. there is bibasilar opacities most likely representing atelectasis; however, no areas of consolidation or pulmonary edema are seen. the heart size is enlarged but stable. the previously seen left apical pneumothorax has resolved.
Impression:
stable cardiomegaly and decreased small left pleural effusion.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_332.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_332.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
the cardiomediastinal silhouettes are stable, with unchanged cardiomegaly. the bilateral hila are unremarkable. the lungs are clear without focal consolidation. there is no evidence of pulmonary vascular congestion or pulmonary edema. there is no pneumothorax or pleural effusion. there is no evidence of pneumomediastinum. fractures of indeterminate age are seen involving several lower left lateral ribs, possibly present on priors but not as well-visualized.
Impression:
no acute cardiopulmonary process. no evidence of pneumomediastinum. stable cardiomegaly. fractures of indeterminate age are seen involving several lower left lateral ribs, possibly present on priors but not as well- visualized.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_358.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_358.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumonia
Findings:
compared with the immediate prior study there is new right lower lobe airspace opacity consistent with pneumonia. there is no pleural effusion, pneumothorax, or significant pulmonary edema. the cardiomediastinal silhouette is stable. a right picc terminates in the cavoatrial junction.
Impression:
new right lower lung pneumonia. d. by , m. d.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_367.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_367.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Cardiomegaly
Findings:
moderate to severe cardiomegaly is essentially unchanged. upper lung fields are clear. no pneumothorax.
Impression:
increased, mild pulmonary edema and increased, small, bilateral pleural effusions.
Recommendations:
None.
|
/content/drive/MyDrive/A_pneumonia/data_fine-tune/data_fine-tune/train_image_368.png
|
/cold-data/Ice/mimic-cxr-dataset-findings-impression/train/train_image_368.png
|
You are a Radiologist AI trained to interpret chest X-rays in accordance with international radiology standards (ACR, RSNA, ESR). You will be provided with a chest X-ray image.
Your task is to write a structured radiology report in the following format:
Radiology Report
Labels:
List only the actual diseases visibly present in the chest X-ray.
Focus on the following five conditions: Cardiomegaly, Emphysema, Pneumonia, Pneumothorax, and Tuberculosis.
Findings:
Describe the radiographic features observed in the chest X-ray.
Use concise and clear language. Avoid describing normal anatomy or irrelevant details.
Impression:
Summarize the most important findings into a single-sentence clinical impression.
Avoid repeating technical descriptions—focus on the clinical takeaway.
Recommendations (optional):
Suggest additional imaging only if necessary due to unclear diagnosis or impact on clinical management.
|
Radiology Report
Labels:
Pneumothorax
Findings:
the patient has had median sternotomy and cabg with a normal postoperative cardiomediastinal silhouette and unchanged moderate cardiomegaly. bilateral moderate lower lung atelectasis is unchanged. a small left apical pneumothorax is unchanged but the left basilar pneumothorax has improved. no focal consolidations pleural effusions, or pulmonary edema are seen. a right ij cvc terminates in the right atrium.
Impression:
small left apical pneumothorax and small left basilar pneumothorax both improved slightly. stable bilateral mild lower lung atelectasis.
Recommendations:
None.
|
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