problem stringlengths 498 3.36k | Differential_Diagnoses listlengths 0 32 | Differential_Diagnoses_ICD10s listlengths 0 32 | answers listlengths 0 64 | Differential_Probabilities listlengths 0 32 | Differential_Answer_Text stringlengths 218 2.4k | source stringclasses 1
value |
|---|---|---|---|---|---|---|
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Pericarditis",
"Acute pulmonary edema",
"Panic attack",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Boerhaave",
"Ebola",
"Myocarditis",
"Stable angina",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"GERD",
"Acute dystonic reactio... | [
"i26",
"I30",
"J81.0",
"f41",
"J93",
"I21",
"I20.0",
"K22.3",
"a98.4",
"I51.4",
"I20.9",
"G61.0",
"I48.91",
"K21",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I47.1"
] | [
"Pulmonary embolism",
"Pericarditis",
"Acute pulmonary edema",
"Panic attack",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Boerhaave",
"Ebola",
"Myocarditis",
"Stable angina",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"GERD",
"Acute dystonic reactio... | [
0.0933,
0.0751,
0.0713,
0.0679,
0.0659,
0.0647,
0.0619,
0.0575,
0.0556,
0.0532,
0.0508,
0.0478,
0.0457,
0.0428,
0.0337,
0.0337,
0.0337,
0.0276,
0.018
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.0933 (9.33%)
2. Pericarditis (ICD-10: I30)
Probability: 0.0751 (7.51%)
3. Acute pulmonary ed... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 66
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Allergic sinusitis",
"Bronchitis",
"URTI"
] | [
"J30",
"j40",
"j06.9"
] | [
"Allergic sinusitis",
"Bronchitis",
"URTI",
"J30",
"j40",
"j06.9"
] | [
0.4081,
0.3396,
0.2523
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Allergic sinusitis (ICD-10: J30)
Probability: 0.4081 (40.81%)
2. Bronchitis (ICD-10: j40)
Probability: 0.3396 (33.96%)
3. URTI (ICD-10: j06.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 12
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anaphylaxis",
"Boerhaave",
"Scombroid food poisoning",
"GERD",
"Epiglottitis",
"Anemia",
"Inguinal hernia",
"Larygospasm",
"Panic attack",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Chagas",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia... | [
"T78.0",
"K22.3",
"T61.1",
"K21",
"J05.1",
"D64.9",
"K40",
"J38.5",
"f41",
"I47.1",
"G61.0",
"I48.91",
"I51.4",
"B57",
"i26",
"G24.02",
"G70.0"
] | [
"Anaphylaxis",
"Boerhaave",
"Scombroid food poisoning",
"GERD",
"Epiglottitis",
"Anemia",
"Inguinal hernia",
"Larygospasm",
"Panic attack",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Chagas",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia... | [
0.0964,
0.068,
0.0675,
0.0668,
0.0665,
0.0665,
0.0644,
0.0607,
0.056,
0.0552,
0.052,
0.0496,
0.049,
0.0424,
0.0391,
0.0366,
0.0366
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0964 (9.64%)
2. Boerhaave (ICD-10: K22.3)
Probability: 0.0680 (6.80%)
3. Scombroid food poisoning... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pericarditis",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Panic attack",
"Unstable angina",
"Boerhaave",
"PSVT",
"Spontaneous pneumothorax",
"Stable angina",
"GERD"
] | [
"I30",
"I21",
"i26",
"f41",
"I20.0",
"K22.3",
"I47.1",
"J93",
"I20.9",
"K21"
] | [
"Pericarditis",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Panic attack",
"Unstable angina",
"Boerhaave",
"PSVT",
"Spontaneous pneumothorax",
"Stable angina",
"GERD",
"I30",
"I21",
"i26",
"f41",
"I20.0",
"K22.3",
"I47.1",
"J93",
"I20.9",
"K21"
] | [
0.1803,
0.1154,
0.1112,
0.1104,
0.1085,
0.1024,
0.0975,
0.0647,
0.0604,
0.0492
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.1803 (18.03%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1154 (11.54%)
3. Pulmonary e... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 46
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute laryngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] | [
"J04.0",
"I21",
"I20.0",
"I20.9"
] | [
"Acute laryngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"J04.0",
"I21",
"I20.0",
"I20.9"
] | [
0.4319,
0.265,
0.2123,
0.0909
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute laryngitis (ICD-10: J04.0)
Probability: 0.4319 (43.19%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.2650 (26.50%)
3. Unsta... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 63
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Cluster headache"
] | [
"g44.009"
] | [
"Cluster headache",
"g44.009"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Cluster headache (ICD-10: g44.009)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 22
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"Spontaneous pneumothorax",
"Acute pulmonary edema",
"Stable angina",
"Panic attack",
"Boerhaave",
"Pericarditis",
"Atrial fibrillation",
"Anemia",
"GERD",
"Pulmonary embolism",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Pancreatic neoplasm",... | [
"I20.0",
"I21",
"J93",
"J81.0",
"I20.9",
"f41",
"K22.3",
"I30",
"I48.91",
"D64.9",
"K21",
"i26",
"T78.0",
"G61.0",
"c25",
"B57",
"M34",
"G24.02",
"G70.0",
"T61.1",
"d86",
"I47.1",
"I51.4"
] | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"Spontaneous pneumothorax",
"Acute pulmonary edema",
"Stable angina",
"Panic attack",
"Boerhaave",
"Pericarditis",
"Atrial fibrillation",
"Anemia",
"GERD",
"Pulmonary embolism",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Pancreatic neoplasm",... | [
0.0801,
0.0672,
0.0671,
0.0655,
0.0576,
0.054,
0.0526,
0.0512,
0.0485,
0.0457,
0.0442,
0.0439,
0.0435,
0.0418,
0.039,
0.0341,
0.0336,
0.0294,
0.0294,
0.0272,
0.0241,
0.0157,
0.0045
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.0801 (8.01%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0672 (6.72%)
3. Spontane... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 45
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Atrial fibrillation",
"Acute pulmonary edema",
"Panic attack",
"Guillain-Barré syndrome",
"Myocarditis",
"PSVT",
"Acute dystonic reactions",
"Myasthenia gravis",
"Possible NSTEMI / STEMI",
"Pulmonary neoplasm"
] | [
"D64.9",
"I48.91",
"J81.0",
"f41",
"G61.0",
"I51.4",
"I47.1",
"G24.02",
"G70.0",
"I21",
"c34"
] | [
"Anemia",
"Atrial fibrillation",
"Acute pulmonary edema",
"Panic attack",
"Guillain-Barré syndrome",
"Myocarditis",
"PSVT",
"Acute dystonic reactions",
"Myasthenia gravis",
"Possible NSTEMI / STEMI",
"Pulmonary neoplasm",
"D64.9",
"I48.91",
"J81.0",
"f41",
"G61.0",
"I51.4",
"I47.1"... | [
0.1875,
0.1213,
0.1119,
0.1102,
0.1023,
0.0965,
0.0831,
0.0721,
0.0721,
0.0217,
0.0164
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.1875 (18.75%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1213 (12.13%)
3. Acute pulmonary ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 79
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary neoplasm",
"Possible NSTEMI / STEMI",
"Acute pulmonary edema",
"Pulmonary embolism",
"Unstable angina",
"Myocarditis",
"Anemia",
"Stable angina",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Pancreatic neoplasm"
] | [
"c34",
"I21",
"J81.0",
"i26",
"I20.0",
"I51.4",
"D64.9",
"I20.9",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"c25"
] | [
"Pulmonary neoplasm",
"Possible NSTEMI / STEMI",
"Acute pulmonary edema",
"Pulmonary embolism",
"Unstable angina",
"Myocarditis",
"Anemia",
"Stable angina",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Pancreatic neoplasm",
"c34",
"I... | [
0.1302,
0.1168,
0.1018,
0.0942,
0.0847,
0.0732,
0.0713,
0.0685,
0.0652,
0.0622,
0.0459,
0.0459,
0.04
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.1302 (13.02%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1168 (11.68%)
3. Acute... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Cluster headache"
] | [
"D64.9",
"g44.009"
] | [
"Anemia",
"Cluster headache",
"D64.9",
"g44.009"
] | [
0.6682,
0.3318
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.6682 (66.82%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.3318 (33.18%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 28
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Influenza",
"URTI",
"Bronchitis",
"Tuberculosis",
"Pneumonia",
"Chronic rhinosinusitis",
"Chagas",
"Acute rhinosinusitis"
] | [
"j11.1",
"j06.9",
"j40",
"a15",
"j17, j18",
"j32",
"B57",
"j01"
] | [
"Influenza",
"URTI",
"Bronchitis",
"Tuberculosis",
"Pneumonia",
"Chronic rhinosinusitis",
"Chagas",
"Acute rhinosinusitis",
"j11.1",
"j06.9",
"j40",
"a15",
"j17, j18",
"j32",
"B57",
"j01"
] | [
0.1862,
0.1809,
0.1481,
0.1101,
0.0976,
0.0659,
0.0483,
0.0426
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Influenza (ICD-10: j11.1)
Probability: 0.1862 (18.62%)
2. URTI (ICD-10: j06.9)
Probability: 0.1809 (18.09%)
3. Bronchitis (ICD-10: j40)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 47
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Atrial fibrillation",
"PSVT",
"Acute pulmonary edema",
"Myocarditis",
"Pulmonary embolism",
"Panic attack",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"SLE"
] | [
"I48.91",
"I47.1",
"J81.0",
"I51.4",
"i26",
"f41",
"D64.9",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"T78.0",
"M34"
] | [
"Atrial fibrillation",
"PSVT",
"Acute pulmonary edema",
"Myocarditis",
"Pulmonary embolism",
"Panic attack",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"SLE",
"I48.91",
"I47.1",
"J81.0",
"I51.4",
... | [
0.1365,
0.1192,
0.1109,
0.0916,
0.0837,
0.0827,
0.0784,
0.0717,
0.0505,
0.0505,
0.0505,
0.0505,
0.0234
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1365 (13.65%)
2. PSVT (ICD-10: I47.1)
Probability: 0.1192 (11.92%)
3. Acute pulmonary ed... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 45
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Allergic sinusitis"
] | [
"j40",
"J30"
] | [
"Bronchitis",
"Allergic sinusitis",
"j40",
"J30"
] | [
0.6841,
0.3159
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.6841 (68.41%)
2. Allergic sinusitis (ICD-10: J30)
Probability: 0.3159 (31.59%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 63
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute rhinosinusitis",
"Chronic rhinosinusitis",
"Bronchitis",
"Acute laryngitis",
"Viral pharyngitis",
"Cluster headache"
] | [
"j01",
"j32",
"j40",
"J04.0",
"J02.9",
"g44.009"
] | [
"Acute rhinosinusitis",
"Chronic rhinosinusitis",
"Bronchitis",
"Acute laryngitis",
"Viral pharyngitis",
"Cluster headache",
"j01",
"j32",
"j40",
"J04.0",
"J02.9",
"g44.009"
] | [
0.2333,
0.2179,
0.1754,
0.1364,
0.1225,
0.1145
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.2333 (23.33%)
2. Chronic rhinosinusitis (ICD-10: j32)
Probability: 0.2179 (21.79%)
3. Bron... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 109
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================... | [
"Sarcoidosis",
"Possible NSTEMI / STEMI"
] | [
"d86",
"I21"
] | [
"Sarcoidosis",
"Possible NSTEMI / STEMI",
"d86",
"I21"
] | [
0.5609,
0.4391
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Sarcoidosis (ICD-10: d86)
Probability: 0.5609 (56.09%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.4391 (43.91%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Influenza",
"Chagas",
"Anemia",
"Scombroid food poisoning",
"Sarcoidosis"
] | [
"j11.1",
"B57",
"D64.9",
"T61.1",
"d86"
] | [
"Influenza",
"Chagas",
"Anemia",
"Scombroid food poisoning",
"Sarcoidosis",
"j11.1",
"B57",
"D64.9",
"T61.1",
"d86"
] | [
0.2481,
0.2203,
0.1123,
0.0806,
0.0145
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.3242 (32.42%)
2. Influenza (ICD-10: j11.1)
Probability: 0.2481 (24.81%)
3. Chagas (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 34
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas"
] | [
"j44.1",
"j40",
"J47",
"j17, j18",
"c34",
"G61.0",
"I48.91",
"I51.4",
"i26",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"B57"
] | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas",
... | [
0.1261,
0.1179,
0.1086,
0.1058,
0.0968,
0.0625,
0.0597,
0.0589,
0.0529,
0.044,
0.044,
0.044,
0.042,
0.0235,
0.0132
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.1261 (12.61%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1179 (11.79%)
3.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 90
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Scombroid food poisoning",
"Bronchospasm / acute asthma exacerbation",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Anaphylaxis",
"Acute COPD exacerbation / infection",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Pancreatic neoplasm",
"Pulmonary neoplasm"
] | [
"T61.1",
"J45",
"J81.0",
"G61.0",
"T78.0",
"j44.1",
"G24.02",
"G70.0",
"D64.9",
"c25",
"c34"
] | [
"Scombroid food poisoning",
"Bronchospasm / acute asthma exacerbation",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Anaphylaxis",
"Acute COPD exacerbation / infection",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Pancreatic neoplasm",
"Pulmonary neoplasm",
"T61.1",
"... | [
0.1689,
0.1556,
0.1052,
0.0962,
0.0942,
0.0858,
0.0677,
0.0677,
0.0677,
0.0265,
0.0154
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.1689 (16.89%)
2. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 15
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Localized edema",
"Chagas",
"Anaphylaxis"
] | [
"R60.0",
"B57",
"T78.0"
] | [
"Localized edema",
"Chagas",
"Anaphylaxis",
"R60.0",
"B57",
"T78.0"
] | [
0.6962,
0.1924,
0.1114
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.6962 (69.62%)
2. Chagas (ICD-10: B57)
Probability: 0.1924 (19.24%)
3. Anaphylaxis (ICD-10: T7... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 21
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Influenza",
"Bronchitis",
"Panic attack",
"Pneumonia",
"URTI",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"GERD",
"Unstable angina",
"Pericarditis",
"Epiglottitis",
"Boerhaave",
"Stable angina",
"Acute laryngitis",
"Atrial fibrillation",
"Viral pharyngitis",
"Myocarditis",
"Acute ... | [
"j11.1",
"j40",
"f41",
"j17, j18",
"j06.9",
"a15",
"I21",
"K21",
"I20.0",
"I30",
"J05.1",
"K22.3",
"I20.9",
"J04.0",
"I48.91",
"J02.9",
"I51.4",
"J81.0",
"J47",
"G61.0",
"G24.02",
"G70.0",
"T61.1",
"d86",
"B57",
"I47.1",
"J93",
"M34"
] | [
"Influenza",
"Bronchitis",
"Panic attack",
"Pneumonia",
"URTI",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"GERD",
"Unstable angina",
"Pericarditis",
"Epiglottitis",
"Boerhaave",
"Stable angina",
"Acute laryngitis",
"Atrial fibrillation",
"Viral pharyngitis",
"Myocarditis",
"Acute ... | [
0.0613,
0.0577,
0.0501,
0.0497,
0.0492,
0.049,
0.0486,
0.0482,
0.0466,
0.0464,
0.0463,
0.0424,
0.0386,
0.0368,
0.0337,
0.033,
0.0328,
0.0295,
0.0266,
0.0248,
0.0248,
0.0248,
0.0229,
0.0203,
0.0187,
0.0133,
0.0123,
0.0115
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Influenza (ICD-10: j11.1)
Probability: 0.0613 (6.13%)
2. Bronchitis (ICD-10: j40)
Probability: 0.0577 (5.77%)
3. Panic attack (ICD-10: f41)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 58
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Localized edema",
"Chagas",
"Anaphylaxis"
] | [
"R60.0",
"B57",
"T78.0"
] | [
"Localized edema",
"Chagas",
"Anaphylaxis",
"R60.0",
"B57",
"T78.0"
] | [
0.6962,
0.1924,
0.1114
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.6962 (69.62%)
2. Chagas (ICD-10: B57)
Probability: 0.1924 (19.24%)
3. Anaphylaxis (ICD-10: T7... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Atrial fibrillation",
"Myocarditis",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"PSVT",
"Unstable angina"
] | [
"i26",
"I48.91",
"I51.4",
"J81.0",
"G61.0",
"I47.1",
"I20.0"
] | [
"Pulmonary embolism",
"Atrial fibrillation",
"Myocarditis",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"PSVT",
"Unstable angina",
"i26",
"I48.91",
"I51.4",
"J81.0",
"G61.0",
"I47.1",
"I20.0"
] | [
0.1973,
0.1936,
0.1713,
0.1696,
0.1689,
0.0551,
0.0442
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.1973 (19.73%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1936 (19.36%)
3. Myocar... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 2
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Ebola",
"Myocarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"PSVT",
"Anaphylaxis"
] | [
"i26",
"J93",
"a98.4",
"I51.4",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I47.1",
"T78.0"
] | [
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Ebola",
"Myocarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"PSVT",
"Anaphylaxis",
"i26",
"J93",
"a98.4",
"I51.4",
"G61.0",
"I48.91",
"G24.02"... | [
0.1838,
0.126,
0.1063,
0.1017,
0.0914,
0.0873,
0.0643,
0.0643,
0.0643,
0.0527,
0.0344,
0.0236
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.1838 (18.38%)
2. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.1260 (12.60%)
3. Ebol... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 9
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Pulmonary embolism",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Chagas"
] | [
"G61.0",
"G70.0",
"i26",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34",
"B57"
] | [
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Pulmonary embolism",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Chagas",
"G61.0",
"G70.0",
"i26",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1"... | [
0.2129,
0.1594,
0.131,
0.1071,
0.079,
0.079,
0.079,
0.05,
0.0422,
0.0366,
0.0238
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.2129 (21.29%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1594 (15.94%)
3. Pu... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 35
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute otitis media"
] | [
"H66.90"
] | [
"Acute otitis media",
"H66.90"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute otitis media (ICD-10: H66.90)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 21
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute rhinosinusitis",
"Bronchitis",
"Chronic rhinosinusitis",
"Influenza",
"Tuberculosis",
"Acute laryngitis",
"Viral pharyngitis",
"Epiglottitis",
"Chagas"
] | [
"j01",
"j40",
"j32",
"j11.1",
"a15",
"J04.0",
"J02.9",
"J05.1",
"B57"
] | [
"Acute rhinosinusitis",
"Bronchitis",
"Chronic rhinosinusitis",
"Influenza",
"Tuberculosis",
"Acute laryngitis",
"Viral pharyngitis",
"Epiglottitis",
"Chagas",
"j01",
"j40",
"j32",
"j11.1",
"a15",
"J04.0",
"J02.9",
"J05.1",
"B57"
] | [
0.1499,
0.1318,
0.1316,
0.119,
0.0939,
0.0905,
0.0813,
0.0674,
0.0672
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.1499 (14.99%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1318 (13.18%)
3. Chronic rhinosin... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 2
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Ebola",
"Myocarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"PSVT",
"Anaphylaxis"
] | [
"i26",
"J93",
"a98.4",
"I51.4",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I47.1",
"T78.0"
] | [
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Ebola",
"Myocarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"PSVT",
"Anaphylaxis",
"i26",
"J93",
"a98.4",
"I51.4",
"G61.0",
"I48.91",
"G24.02"... | [
0.1826,
0.1316,
0.1056,
0.101,
0.0908,
0.0867,
0.0639,
0.0639,
0.0639,
0.0523,
0.0341,
0.0234
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.1826 (18.26%)
2. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.1316 (13.16%)
3. Ebol... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 28
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Acute otitis media",
"Bronchitis",
"Influenza",
"Tuberculosis",
"Chagas"
] | [
"j06.9",
"H66.90",
"j40",
"j11.1",
"a15",
"B57"
] | [
"URTI",
"Acute otitis media",
"Bronchitis",
"Influenza",
"Tuberculosis",
"Chagas",
"j06.9",
"H66.90",
"j40",
"j11.1",
"a15",
"B57"
] | [
0.2439,
0.2352,
0.2344,
0.1313,
0.1237,
0.0315
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2439 (24.39%)
2. Acute otitis media (ICD-10: H66.90)
Probability: 0.2352 (23.52%)
3. Bronchitis (ICD-10:... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 8
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Chagas",
"Anemia",
"Scombroid food poisoning"
] | [
"B57",
"D64.9",
"T61.1"
] | [
"Chagas",
"Anemia",
"Scombroid food poisoning",
"B57",
"D64.9",
"T61.1"
] | [
0.3171,
0.199,
0.0706
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.4133 (41.33%)
2. Chagas (ICD-10: B57)
Probability: 0.3171 (31.71%)
3. Anemia (ICD-10: D... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Epiglottitis",
"URTI",
"Acute laryngitis",
"Influenza",
"Chagas",
"Stable angina"
] | [
"J02.9",
"I21",
"I20.0",
"J05.1",
"j06.9",
"J04.0",
"j11.1",
"B57",
"I20.9"
] | [
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Epiglottitis",
"URTI",
"Acute laryngitis",
"Influenza",
"Chagas",
"Stable angina",
"J02.9",
"I21",
"I20.0",
"J05.1",
"j06.9",
"J04.0",
"j11.1",
"B57",
"I20.9"
] | [
0.2369,
0.1476,
0.1378,
0.1344,
0.0838,
0.0763,
0.0675,
0.0651,
0.0506
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2369 (23.69%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1476 (14.76%)
3. Unst... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 1
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Influenza",
"Acute otitis media",
"Chagas"
] | [
"j06.9",
"j11.1",
"H66.90",
"B57"
] | [
"URTI",
"Influenza",
"Acute otitis media",
"Chagas",
"j06.9",
"j11.1",
"H66.90",
"B57"
] | [
0.2982,
0.2199,
0.2133,
0.1291
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2982 (29.82%)
2. Influenza (ICD-10: j11.1)
Probability: 0.2199 (21.99%)
3. Acute otitis media (ICD-10: H... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Cluster headache",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning"
] | [
"D64.9",
"g44.009",
"T78.0",
"B57",
"T61.1"
] | [
"Anemia",
"Cluster headache",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"D64.9",
"g44.009",
"T78.0",
"B57",
"T61.1"
] | [
0.3396,
0.21,
0.2031,
0.1965,
0.0508
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.3396 (33.96%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.2100 (21.00%)
3. Anaphylaxis (ICD-1... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 39
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Unstable angina",
"Spontaneous pneumothorax",
"Acute pulmonary edema",
"Boerhaave",
"Pericarditis",
"Pulmonary neoplasm",
"Anemia",
"GERD",
"Pulmonary embolism",
"Anaphylaxis",
"Atrial fibrillation",
"Pancreatic neoplasm",
"Chagas",
"Panic attack",
"Stable a... | [
"I21",
"I20.0",
"J93",
"J81.0",
"K22.3",
"I30",
"c34",
"D64.9",
"K21",
"i26",
"T78.0",
"I48.91",
"c25",
"B57",
"f41",
"I20.9",
"M34",
"G24.02",
"G70.0",
"T61.1",
"G61.0",
"I47.1"
] | [
"Possible NSTEMI / STEMI",
"Unstable angina",
"Spontaneous pneumothorax",
"Acute pulmonary edema",
"Boerhaave",
"Pericarditis",
"Pulmonary neoplasm",
"Anemia",
"GERD",
"Pulmonary embolism",
"Anaphylaxis",
"Atrial fibrillation",
"Pancreatic neoplasm",
"Chagas",
"Panic attack",
"Stable a... | [
0.0758,
0.0649,
0.0622,
0.0601,
0.0551,
0.0521,
0.0501,
0.0479,
0.0463,
0.046,
0.0456,
0.0418,
0.0409,
0.0399,
0.0379,
0.0373,
0.0352,
0.0308,
0.0308,
0.0285,
0.026,
0.0165
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0758 (7.58%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0649 (6.49%)
3. Spontane... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 6
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"Croup",
"URTI"
] | [
"J02.9",
"J05.0",
"j06.9"
] | [
"Viral pharyngitis",
"Croup",
"URTI",
"J02.9",
"J05.0",
"j06.9"
] | [
0.5352,
0.2755,
0.1893
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.5352 (53.52%)
2. Croup (ICD-10: J05.0)
Probability: 0.2755 (27.55%)
3. URTI (ICD-10: j06.9)... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 52
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Allergic sinusitis",
"Bronchitis",
"URTI",
"Influenza"
] | [
"J30",
"j40",
"j06.9",
"j11.1"
] | [
"Allergic sinusitis",
"Bronchitis",
"URTI",
"Influenza",
"J30",
"j40",
"j06.9",
"j11.1"
] | [
0.3477,
0.2511,
0.2011,
0.2001
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Allergic sinusitis (ICD-10: J30)
Probability: 0.3477 (34.77%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2511 (25.11%)
3. URTI (ICD-10: j06.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 56
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchospasm / acute asthma exacerbation",
"Bronchitis",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Pneumonia",
"Pulmonary embolism",
"Tuberculosis",
"Acute pulmonary edema",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",... | [
"J45",
"j40",
"c34",
"j44.1",
"j17, j18",
"i26",
"a15",
"J81.0",
"T78.0",
"G61.0",
"I48.91",
"I51.4",
"J47",
"G24.02",
"G70.0",
"D64.9",
"T61.1",
"I47.1",
"M34"
] | [
"Bronchospasm / acute asthma exacerbation",
"Bronchitis",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Pneumonia",
"Pulmonary embolism",
"Tuberculosis",
"Acute pulmonary edema",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",... | [
0.0989,
0.0857,
0.0799,
0.0749,
0.0631,
0.0602,
0.0578,
0.0564,
0.0564,
0.0515,
0.0492,
0.0486,
0.0389,
0.0363,
0.0363,
0.0363,
0.0335,
0.0194,
0.0168
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0989 (9.89%)
2. Bronchitis (ICD-10: j40)
Probability: 0.0857 (8.57%)
3... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Bronchospasm / acute asthma exacerbation",
"Anaphylaxis",
"Scombroid food poisoning"
] | [
"j40",
"J45",
"T78.0",
"T61.1"
] | [
"Bronchitis",
"Bronchospasm / acute asthma exacerbation",
"Anaphylaxis",
"Scombroid food poisoning",
"j40",
"J45",
"T78.0",
"T61.1"
] | [
0.4125,
0.3259,
0.1834,
0.0781
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.4125 (41.25%)
2. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.3259 (32.59%)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 105
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================... | [
"Anemia",
"Atrial fibrillation",
"Cluster headache"
] | [
"D64.9",
"I48.91",
"g44.009"
] | [
"Anemia",
"Atrial fibrillation",
"Cluster headache",
"D64.9",
"I48.91",
"g44.009"
] | [
0.3601,
0.284,
0.1789
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.3601 (36.01%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.2840 (28.40%)
3. Cluster headache... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 57
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Possible NSTEMI / STEMI",
"Panic attack",
"Pericarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"GERD",
"Unstable angina",
"Acute dystonic reactions",
"Scombroid food poisoning",
"PSVT",
"Stable angina",
"Myocarditis"
] | [
"J93",
"i26",
"I21",
"f41",
"I30",
"G61.0",
"I48.91",
"K21",
"I20.0",
"G24.02",
"T61.1",
"I47.1",
"I20.9",
"I51.4"
] | [
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Possible NSTEMI / STEMI",
"Panic attack",
"Pericarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"GERD",
"Unstable angina",
"Acute dystonic reactions",
"Scombroid food poisoning",
"PSVT",
"Stable angina",
"Myocarditis",
"J93",... | [
0.1332,
0.1168,
0.1116,
0.0905,
0.0886,
0.0809,
0.0772,
0.0724,
0.07,
0.0569,
0.036,
0.0304,
0.0208,
0.0146
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.1332 (13.32%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.1168 (11.68%)
3. Poss... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Cluster headache"
] | [
"D64.9",
"g44.009"
] | [
"Anemia",
"Cluster headache",
"D64.9",
"g44.009"
] | [
0.6948,
0.3052
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.6948 (69.48%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.3052 (30.52%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 3
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute dystonic reactions",
"Myasthenia gravis"
] | [
"G24.02",
"G70.0"
] | [
"Acute dystonic reactions",
"Myasthenia gravis",
"G24.02",
"G70.0"
] | [
0.6159,
0.3841
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.6159 (61.59%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.3841 (38.41%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 0
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Myocarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis"
] | [
"i26",
"I51.4",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"D64.9",
"d86"
] | [
"Pulmonary embolism",
"Myocarditis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"i26",
"I51.4",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"D64.9",
"d86"
] | [
0.2297,
0.1489,
0.1338,
0.1278,
0.0942,
0.0942,
0.0942,
0.0772
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.2297 (22.97%)
2. Myocarditis (ICD-10: I51.4)
Probability: 0.1489 (14.89%)
3. Guillain-Barré ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 72
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"PSVT",
"Atrial fibrillation",
"Anemia",
"Panic attack",
"Anaphylaxis",
"Scombroid food poisoning"
] | [
"I47.1",
"I48.91",
"D64.9",
"f41",
"T78.0",
"T61.1"
] | [
"PSVT",
"Atrial fibrillation",
"Anemia",
"Panic attack",
"Anaphylaxis",
"Scombroid food poisoning",
"I47.1",
"I48.91",
"D64.9",
"f41",
"T78.0",
"T61.1"
] | [
0.2706,
0.1888,
0.1856,
0.155,
0.1229,
0.0771
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. PSVT (ICD-10: I47.1)
Probability: 0.2706 (27.06%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1888 (18.88%)
3. Anemia (ICD-10: D6... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute otitis media",
"Bronchitis",
"URTI"
] | [
"H66.90",
"j40",
"j06.9"
] | [
"Acute otitis media",
"Bronchitis",
"URTI",
"H66.90",
"j40",
"j06.9"
] | [
0.3735,
0.3422,
0.2842
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute otitis media (ICD-10: H66.90)
Probability: 0.3735 (37.35%)
2. Bronchitis (ICD-10: j40)
Probability: 0.3422 (34.22%)
3. URTI (ICD-10: j... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 8
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"SLE",
"Guillain-Barré syndrome",
"Croup",
"Atrial fibrillation",
"Myocarditis",
"Pneumonia",
"Anaphylaxis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Bronchitis"
] | [
"M34",
"G61.0",
"J05.0",
"I48.91",
"I51.4",
"j17, j18",
"T78.0",
"G24.02",
"G70.0",
"D64.9",
"j40"
] | [
"SLE",
"Guillain-Barré syndrome",
"Croup",
"Atrial fibrillation",
"Myocarditis",
"Pneumonia",
"Anaphylaxis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Bronchitis",
"M34",
"G61.0",
"J05.0",
"I48.91",
"I51.4",
"j17, j18",
"T78.0",
"G24.02",
"G70.0",
"D64.9",
... | [
0.1434,
0.107,
0.107,
0.1022,
0.101,
0.0785,
0.0755,
0.0754,
0.0754,
0.0754,
0.0593
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. SLE (ICD-10: M34)
Probability: 0.1434 (14.34%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1070 (10.70%)
3. Croup (ICD-10: J05... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 16
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Tuberculosis",
"Pulmonary embolism"
] | [
"j40",
"a15",
"i26"
] | [
"Bronchitis",
"Tuberculosis",
"Pulmonary embolism",
"j40",
"a15",
"i26"
] | [
0.4428,
0.3901,
0.167
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.4428 (44.28%)
2. Tuberculosis (ICD-10: a15)
Probability: 0.3901 (39.01%)
3. Pulmonary embolism (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 45
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Acute laryngitis",
"Viral pharyngitis",
"Chronic rhinosinusitis",
"Cluster headache",
"Chagas",
"Anemia",
"Acute rhinosinusitis"
] | [
"j40",
"J04.0",
"J02.9",
"j32",
"g44.009",
"B57",
"D64.9",
"j01"
] | [
"Bronchitis",
"Acute laryngitis",
"Viral pharyngitis",
"Chronic rhinosinusitis",
"Cluster headache",
"Chagas",
"Anemia",
"Acute rhinosinusitis",
"j40",
"J04.0",
"J02.9",
"j32",
"g44.009",
"B57",
"D64.9",
"j01"
] | [
0.2192,
0.1557,
0.1399,
0.1326,
0.1308,
0.0802,
0.0802,
0.0613
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2192 (21.92%)
2. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1557 (15.57%)
3. Viral pharyngitis ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 39
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"Stable angina",
"Boerhaave",
"GERD",
"Chagas",
"Anemia",
"Panic attack",
"Atrial fibrillation",
"Pericarditis",
"Anaphylaxis",
"Scombroid food poisoning"
] | [
"I20.0",
"I21",
"I20.9",
"K22.3",
"K21",
"B57",
"D64.9",
"f41",
"I48.91",
"I30",
"T78.0",
"T61.1"
] | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"Stable angina",
"Boerhaave",
"GERD",
"Chagas",
"Anemia",
"Panic attack",
"Atrial fibrillation",
"Pericarditis",
"Anaphylaxis",
"Scombroid food poisoning",
"I20.0",
"I21",
"I20.9",
"K22.3",
"K21",
"B57",
"D64.9",
"f41",
"I48.91",
... | [
0.158,
0.1476,
0.107,
0.0964,
0.0858,
0.0675,
0.0675,
0.056,
0.0486,
0.0385,
0.0361,
0.0288
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.1580 (15.80%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1476 (14.76%)
3. Stable... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 52
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Scombroid food poisoning",
"Anaphylaxis",
"PSVT",
"Atrial fibrillation",
"Chagas",
"Pancreatic neoplasm"
] | [
"T61.1",
"T78.0",
"I47.1",
"I48.91",
"B57",
"c25"
] | [
"Scombroid food poisoning",
"Anaphylaxis",
"PSVT",
"Atrial fibrillation",
"Chagas",
"Pancreatic neoplasm",
"T61.1",
"T78.0",
"I47.1",
"I48.91",
"B57",
"c25"
] | [
0.2445,
0.1977,
0.1354,
0.1217,
0.0907,
0.0422
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.2445 (24.45%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1977 (19.77%)
3. HIV (in... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 54
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Localized edema",
"Chagas",
"Anaphylaxis",
"SLE"
] | [
"R60.0",
"B57",
"T78.0",
"M34"
] | [
"Localized edema",
"Chagas",
"Anaphylaxis",
"SLE",
"R60.0",
"B57",
"T78.0",
"M34"
] | [
0.6748,
0.2032,
0.1176,
0.0044
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.6748 (67.48%)
2. Chagas (ICD-10: B57)
Probability: 0.2032 (20.32%)
3. Anaphylaxis (ICD-10: T7... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 53
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Sarcoidosis"
] | [
"d86"
] | [
"Sarcoidosis",
"d86"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Sarcoidosis (ICD-10: d86)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 24
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"GERD",
"Chagas",
"Unstable angina",
"Pericarditis",
"Panic attack",
"Pancreatic neoplasm"
] | [
"I21",
"K21",
"B57",
"I20.0",
"I30",
"f41",
"c25"
] | [
"Possible NSTEMI / STEMI",
"GERD",
"Chagas",
"Unstable angina",
"Pericarditis",
"Panic attack",
"Pancreatic neoplasm",
"I21",
"K21",
"B57",
"I20.0",
"I30",
"f41",
"c25"
] | [
0.2944,
0.278,
0.1204,
0.1157,
0.0728,
0.0604,
0.0583
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.2944 (29.44%)
2. GERD (ICD-10: K21)
Probability: 0.2780 (27.80%)
3. Chagas (ICD-10: B57... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute dystonic reactions"
] | [
"G24.02"
] | [
"Acute dystonic reactions",
"G24.02"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute dystonic reactions (ICD-10: G24.02)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 35
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"URTI",
"Acute laryngitis",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Viral pharyngitis",
"Unstable angina",
"Epiglottitis",
"Pericarditis"
] | [
"j40",
"j06.9",
"J04.0",
"a15",
"I21",
"J02.9",
"I20.0",
"J05.1",
"I30"
] | [
"Bronchitis",
"URTI",
"Acute laryngitis",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Viral pharyngitis",
"Unstable angina",
"Epiglottitis",
"Pericarditis",
"j40",
"j06.9",
"J04.0",
"a15",
"I21",
"J02.9",
"I20.0",
"J05.1",
"I30"
] | [
0.1706,
0.1534,
0.1148,
0.1098,
0.109,
0.1031,
0.0918,
0.0855,
0.062
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1706 (17.06%)
2. URTI (ICD-10: j06.9)
Probability: 0.1534 (15.34%)
3. Acute laryngitis (ICD-10: J04.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Spontaneous rib fracture",
"Pulmonary neoplasm",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Pulmonary embolism",
"Stable angina"
] | [
"j40",
"S22.9",
"c34",
"a15",
"I21",
"I20.0",
"i26",
"I20.9"
] | [
"Bronchitis",
"Spontaneous rib fracture",
"Pulmonary neoplasm",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Pulmonary embolism",
"Stable angina",
"j40",
"S22.9",
"c34",
"a15",
"I21",
"I20.0",
"i26",
"I20.9"
] | [
0.2109,
0.1594,
0.1437,
0.1244,
0.1225,
0.1143,
0.0827,
0.042
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2109 (21.09%)
2. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.1594 (15.94%)
3. Pulmonary ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 13
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Epiglottitis",
"Acute laryngitis",
"Larygospasm",
"Myasthenia gravis",
"Chagas",
"Viral pharyngitis"
] | [
"J05.1",
"J04.0",
"J38.5",
"G70.0",
"B57",
"J02.9"
] | [
"Epiglottitis",
"Acute laryngitis",
"Larygospasm",
"Myasthenia gravis",
"Chagas",
"Viral pharyngitis",
"J05.1",
"J04.0",
"J38.5",
"G70.0",
"B57",
"J02.9"
] | [
0.2558,
0.1705,
0.1433,
0.1261,
0.095,
0.0265
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Epiglottitis (ICD-10: J05.1)
Probability: 0.2558 (25.58%)
2. HIV (initial infection) (ICD-10: B20)
Probability: 0.1827 (18.27%)
3. Acute lar... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 50
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"SLE",
"Possible NSTEMI / STEMI",
"Anemia",
"Pancreatic neoplasm",
"Pulmonary embolism",
"Chagas"
] | [
"M34",
"I21",
"D64.9",
"c25",
"i26",
"B57"
] | [
"SLE",
"Possible NSTEMI / STEMI",
"Anemia",
"Pancreatic neoplasm",
"Pulmonary embolism",
"Chagas",
"M34",
"I21",
"D64.9",
"c25",
"i26",
"B57"
] | [
0.2921,
0.2743,
0.1529,
0.1507,
0.0134,
0.0021
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. SLE (ICD-10: M34)
Probability: 0.2921 (29.21%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.2743 (27.43%)
3. Anemia (ICD-10: D64.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 23
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Epiglottitis",
"Larygospasm",
"Myasthenia gravis",
"Acute laryngitis",
"Anaphylaxis",
"Chagas",
"Viral pharyngitis"
] | [
"J05.1",
"J38.5",
"G70.0",
"J04.0",
"T78.0",
"B57",
"J02.9"
] | [
"Epiglottitis",
"Larygospasm",
"Myasthenia gravis",
"Acute laryngitis",
"Anaphylaxis",
"Chagas",
"Viral pharyngitis",
"J05.1",
"J38.5",
"G70.0",
"J04.0",
"T78.0",
"B57",
"J02.9"
] | [
0.2676,
0.1862,
0.1639,
0.1498,
0.1123,
0.0857,
0.0344
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Epiglottitis (ICD-10: J05.1)
Probability: 0.2676 (26.76%)
2. Larygospasm (ICD-10: J38.5)
Probability: 0.1862 (18.62%)
3. Myasthenia gravis (... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 57
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Possible NS... | [
"j44.1",
"j40",
"J47",
"j17, j18",
"c34",
"G61.0",
"I48.91",
"I51.4",
"i26",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"I21",
"B57"
] | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Possible NS... | [
0.1244,
0.1163,
0.1072,
0.1044,
0.0956,
0.0617,
0.0589,
0.0582,
0.0522,
0.0434,
0.0434,
0.0434,
0.0415,
0.0232,
0.0131,
0.0131
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.1244 (12.44%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1163 (11.63%)
3.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 3
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Inguinal hernia",
"Bronchitis",
"Pneumonia",
"Anaphylaxis",
"Whooping cough",
"Scombroid food poisoning"
] | [
"K40",
"j40",
"j17, j18",
"T78.0",
"A37",
"T61.1"
] | [
"Inguinal hernia",
"Bronchitis",
"Pneumonia",
"Anaphylaxis",
"Whooping cough",
"Scombroid food poisoning",
"K40",
"j40",
"j17, j18",
"T78.0",
"A37",
"T61.1"
] | [
0.253,
0.21,
0.1535,
0.1518,
0.1433,
0.0885
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Inguinal hernia (ICD-10: K40)
Probability: 0.2530 (25.30%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2100 (21.00%)
3. Pneumonia (ICD-10: j1... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 25
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Panic attack",
"PSVT",
"Possible NSTEMI / STEMI",
"Guillain-Barré syndrome",
"Unstable angina",
"GERD",
"Pericarditis",
"Atrial fibrillation",
"Pancreatic neoplasm",
"Scombroid food poisoning",
"Stable angina",
"Anaphylaxis"
] | [
"f41",
"I47.1",
"I21",
"G61.0",
"I20.0",
"K21",
"I30",
"I48.91",
"c25",
"T61.1",
"I20.9",
"T78.0"
] | [
"Panic attack",
"PSVT",
"Possible NSTEMI / STEMI",
"Guillain-Barré syndrome",
"Unstable angina",
"GERD",
"Pericarditis",
"Atrial fibrillation",
"Pancreatic neoplasm",
"Scombroid food poisoning",
"Stable angina",
"Anaphylaxis",
"f41",
"I47.1",
"I21",
"G61.0",
"I20.0",
"K21",
"I30"... | [
0.1821,
0.1295,
0.127,
0.1266,
0.0824,
0.0824,
0.079,
0.0467,
0.045,
0.0346,
0.0345,
0.0302
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Panic attack (ICD-10: f41)
Probability: 0.1821 (18.21%)
2. PSVT (ICD-10: I47.1)
Probability: 0.1295 (12.95%)
3. Possible NSTEMI / STEMI (ICD... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 81
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Larygospasm",
"Epiglottitis"
] | [
"J38.5",
"J05.1"
] | [
"Larygospasm",
"Epiglottitis",
"J38.5",
"J05.1"
] | [
0.6239,
0.3761
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Larygospasm (ICD-10: J38.5)
Probability: 0.6239 (62.39%)
2. Epiglottitis (ICD-10: J05.1)
Probability: 0.3761 (37.61%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 6
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Bronchitis",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Chronic rhinosinusitis"
] | [
"j06.9",
"j40",
"j01",
"B57",
"D64.9",
"j32"
] | [
"URTI",
"Bronchitis",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Chronic rhinosinusitis",
"j06.9",
"j40",
"j01",
"B57",
"D64.9",
"j32"
] | [
0.2828,
0.2739,
0.1603,
0.1053,
0.1053,
0.0724
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2828 (28.28%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2739 (27.39%)
3. Acute rhinosinusitis (ICD-10: ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 45
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchospasm / acute asthma exacerbation",
"Bronchitis",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Pneumonia",
"Pulmonary embolism",
"Tuberculosis",
"Acute pulmonary edema",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",... | [
"J45",
"j40",
"c34",
"j44.1",
"j17, j18",
"i26",
"a15",
"J81.0",
"T78.0",
"G61.0",
"I48.91",
"I51.4",
"J47",
"G24.02",
"G70.0",
"D64.9",
"T61.1",
"I47.1",
"M34",
"I21",
"B57"
] | [
"Bronchospasm / acute asthma exacerbation",
"Bronchitis",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Pneumonia",
"Pulmonary embolism",
"Tuberculosis",
"Acute pulmonary edema",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",... | [
0.0968,
0.0839,
0.0782,
0.0733,
0.0617,
0.0589,
0.0566,
0.0552,
0.0552,
0.0504,
0.0482,
0.0476,
0.0381,
0.0355,
0.0355,
0.0355,
0.0328,
0.019,
0.0164,
0.0107,
0.0107
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0968 (9.68%)
2. Bronchitis (ICD-10: j40)
Probability: 0.0839 (8.39%)
3... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 15
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pneumonia",
"Bronchitis",
"GERD",
"Influenza",
"URTI",
"Pericarditis",
"Tuberculosis",
"Boerhaave",
"Bronchiectasis",
"Scombroid food poisoning",
"Chagas",
"Sarcoidosis"
] | [
"j17, j18",
"j40",
"K21",
"j11.1",
"j06.9",
"I30",
"a15",
"K22.3",
"J47",
"T61.1",
"B57",
"d86"
] | [
"Pneumonia",
"Bronchitis",
"GERD",
"Influenza",
"URTI",
"Pericarditis",
"Tuberculosis",
"Boerhaave",
"Bronchiectasis",
"Scombroid food poisoning",
"Chagas",
"Sarcoidosis",
"j17, j18",
"j40",
"K21",
"j11.1",
"j06.9",
"I30",
"a15",
"K22.3",
"J47",
"T61.1",
"B57",
"d86"
] | [
0.1238,
0.1138,
0.1022,
0.0996,
0.0986,
0.0959,
0.0652,
0.0601,
0.0556,
0.0434,
0.0347,
0.012
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pneumonia (ICD-10: j17, j18)
Probability: 0.1238 (12.38%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1138 (11.38%)
3. GERD (ICD-10: K21)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 22
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute pulmonary edema",
"Unstable angina",
"Pulmonary embolism",
"Pericarditis",
"Myocarditis",
"Possible NSTEMI / STEMI",
"Panic attack",
"SLE",
"Stable angina",
"Anaphylaxis",
"Spontaneous pneumothorax",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas"... | [
"J81.0",
"I20.0",
"i26",
"I30",
"I51.4",
"I21",
"f41",
"M34",
"I20.9",
"T78.0",
"J93",
"K21",
"K22.3",
"I48.91",
"G61.0",
"B57",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] | [
"Acute pulmonary edema",
"Unstable angina",
"Pulmonary embolism",
"Pericarditis",
"Myocarditis",
"Possible NSTEMI / STEMI",
"Panic attack",
"SLE",
"Stable angina",
"Anaphylaxis",
"Spontaneous pneumothorax",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas"... | [
0.0779,
0.0648,
0.0626,
0.0611,
0.0609,
0.0605,
0.0604,
0.0562,
0.0557,
0.0535,
0.0532,
0.0501,
0.0463,
0.0446,
0.0385,
0.0331,
0.0271,
0.0271,
0.0271,
0.0222,
0.0171
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0779 (7.79%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0648 (6.48%)
3. Pulmonar... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 42
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Acute COPD exacerbation / infection",
"Bronchospasm / acute asthma exacerbation",
"Bronchiectasis",
"Pneumonia"
] | [
"j40",
"j44.1",
"J45",
"J47",
"j17, j18"
] | [
"Bronchitis",
"Acute COPD exacerbation / infection",
"Bronchospasm / acute asthma exacerbation",
"Bronchiectasis",
"Pneumonia",
"j40",
"j44.1",
"J45",
"J47",
"j17, j18"
] | [
0.2553,
0.2497,
0.173,
0.1636,
0.1584
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2553 (25.53%)
2. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.2497 (24.97%)
3.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 16
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Atrial fibrillation",
"PSVT",
"Anemia",
"Scombroid food poisoning"
] | [
"I48.91",
"I47.1",
"D64.9",
"T61.1"
] | [
"Atrial fibrillation",
"PSVT",
"Anemia",
"Scombroid food poisoning",
"I48.91",
"I47.1",
"D64.9",
"T61.1"
] | [
0.3644,
0.3595,
0.18,
0.0961
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.3644 (36.44%)
2. PSVT (ICD-10: I47.1)
Probability: 0.3595 (35.95%)
3. Anemia (ICD-10: D6... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 9
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute otitis media"
] | [
"H66.90"
] | [
"Acute otitis media",
"H66.90"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute otitis media (ICD-10: H66.90)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 51
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Acute COPD exacerbation / infection",
"Bronchiectasis",
"Pneumonia"
] | [
"j40",
"j44.1",
"J47",
"j17, j18"
] | [
"Bronchitis",
"Acute COPD exacerbation / infection",
"Bronchiectasis",
"Pneumonia",
"j40",
"j44.1",
"J47",
"j17, j18"
] | [
0.3345,
0.2436,
0.2143,
0.2075
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.3345 (33.45%)
2. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.2436 (24.36%)
3.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 25
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Larygospasm"
] | [
"J38.5"
] | [
"Larygospasm",
"J38.5"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Larygospasm (ICD-10: J38.5)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 76
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Epiglottitis",
"Myasthenia gravis",
"Acute laryngitis",
"Larygospasm",
"Acute pulmonary edema",
"Atrial fibrillation",
"Chagas",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myocarditis",
"Pulmonary embolism",
"Scombroid food poisoning",
"PSVT",
"SLE"
] | [
"J05.1",
"G70.0",
"J04.0",
"J38.5",
"J81.0",
"I48.91",
"B57",
"G61.0",
"G24.02",
"I51.4",
"i26",
"T61.1",
"I47.1",
"M34"
] | [
"Epiglottitis",
"Myasthenia gravis",
"Acute laryngitis",
"Larygospasm",
"Acute pulmonary edema",
"Atrial fibrillation",
"Chagas",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myocarditis",
"Pulmonary embolism",
"Scombroid food poisoning",
"PSVT",
"SLE",
"J05.1",
"G70.0",
"... | [
0.14,
0.1047,
0.0983,
0.0826,
0.0774,
0.0676,
0.062,
0.0498,
0.0498,
0.0498,
0.0315,
0.0315,
0.0266,
0.0231
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Epiglottitis (ICD-10: J05.1)
Probability: 0.1400 (14.00%)
2. HIV (initial infection) (ICD-10: B20)
Probability: 0.1053 (10.53%)
3. Myastheni... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 6
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pneumonia",
"Bronchitis",
"Influenza",
"GERD",
"Tuberculosis",
"Pulmonary embolism",
"Croup",
"Myocarditis",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Scombroid food poisoning",
"Chagas",
"Sarcoidosis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"... | [
"j17, j18",
"j40",
"j11.1",
"K21",
"a15",
"i26",
"J05.0",
"I51.4",
"J45",
"I48.91",
"T61.1",
"B57",
"d86",
"G61.0",
"G24.02",
"G70.0",
"I47.1",
"M34"
] | [
"Pneumonia",
"Bronchitis",
"Influenza",
"GERD",
"Tuberculosis",
"Pulmonary embolism",
"Croup",
"Myocarditis",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Scombroid food poisoning",
"Chagas",
"Sarcoidosis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"... | [
0.1014,
0.0899,
0.0739,
0.0706,
0.0639,
0.062,
0.0609,
0.0568,
0.0462,
0.0455,
0.0455,
0.0435,
0.0364,
0.0336,
0.0336,
0.0336,
0.0179,
0.0155
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pneumonia (ICD-10: j17, j18)
Probability: 0.1014 (10.14%)
2. Bronchitis (ICD-10: j40)
Probability: 0.0899 (8.99%)
3. Influenza (ICD-10: j11.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 56
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Pneumonia",
"Cluster headache",
"Bronchiectasis",
"Chronic rhinosinusitis",
"URTI",
"Influenza",
"Acute rhinosinusitis",
"Chagas",
"Anemia"
] | [
"j40",
"j17, j18",
"g44.009",
"J47",
"j32",
"j06.9",
"j11.1",
"j01",
"B57",
"D64.9"
] | [
"Bronchitis",
"Pneumonia",
"Cluster headache",
"Bronchiectasis",
"Chronic rhinosinusitis",
"URTI",
"Influenza",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"j40",
"j17, j18",
"g44.009",
"J47",
"j32",
"j06.9",
"j11.1",
"j01",
"B57",
"D64.9"
] | [
0.1602,
0.1469,
0.1283,
0.1075,
0.1034,
0.1017,
0.08,
0.0743,
0.0488,
0.0488
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1602 (16.02%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1469 (14.69%)
3. Cluster headache (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Pancreatic neoplasm",
"Unstable angina",
"Pulmonary neoplasm",
"Possible NSTEMI / STEMI",
"Boerhaave",
"GERD",
"Anemia",
"Stable angina",
"Chagas",
"Pericarditis"
] | [
"j40",
"c25",
"I20.0",
"c34",
"I21",
"K22.3",
"K21",
"D64.9",
"I20.9",
"B57",
"I30"
] | [
"Bronchitis",
"Pancreatic neoplasm",
"Unstable angina",
"Pulmonary neoplasm",
"Possible NSTEMI / STEMI",
"Boerhaave",
"GERD",
"Anemia",
"Stable angina",
"Chagas",
"Pericarditis",
"j40",
"c25",
"I20.0",
"c34",
"I21",
"K22.3",
"K21",
"D64.9",
"I20.9",
"B57",
"I30"
] | [
0.1535,
0.1282,
0.1057,
0.1052,
0.0997,
0.0927,
0.0863,
0.0709,
0.0623,
0.0593,
0.0361
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1535 (15.35%)
2. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.1282 (12.82%)
3. Unstable angina (... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 50
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Scombroid food poisoning",
"Atrial fibrillation",
"Anaphylaxis",
"PSVT",
"Acute pulmonary edema",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Chagas",
"Possible NSTEMI / STEMI",
"Panic attack",
"SLE"
] | [
"T61.1",
"I48.91",
"T78.0",
"I47.1",
"J81.0",
"i26",
"G61.0",
"G24.02",
"G70.0",
"D64.9",
"B57",
"I21",
"f41",
"M34"
] | [
"Scombroid food poisoning",
"Atrial fibrillation",
"Anaphylaxis",
"PSVT",
"Acute pulmonary edema",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Chagas",
"Possible NSTEMI / STEMI",
"Panic attack",
"SLE",
"T61.1",
"I48.91",
... | [
0.1336,
0.1026,
0.0919,
0.0863,
0.0842,
0.0809,
0.077,
0.0542,
0.0542,
0.0542,
0.0409,
0.0402,
0.0343,
0.0251
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.1336 (13.36%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1026 (10.26%)
3... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 15
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Localized edema",
"Chagas",
"Anaphylaxis"
] | [
"R60.0",
"B57",
"T78.0"
] | [
"Localized edema",
"Chagas",
"Anaphylaxis",
"R60.0",
"B57",
"T78.0"
] | [
0.6962,
0.1924,
0.1114
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.6962 (69.62%)
2. Chagas (ICD-10: B57)
Probability: 0.1924 (19.24%)
3. Anaphylaxis (ICD-10: T7... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 46
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"Stable angina",
"SLE",
"Panic attack",
"Boerhaave",
"Atrial fibrillation",
"Anemia",
"GERD",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Pancreatic neoplasm",
"Pulmonary neoplasm",
"Acute dystonic reactions",
"Myasthenia gravis",
... | [
"I20.0",
"I21",
"I20.9",
"M34",
"f41",
"K22.3",
"I48.91",
"D64.9",
"K21",
"J81.0",
"G61.0",
"c25",
"c34",
"G24.02",
"G70.0",
"T61.1",
"I47.1"
] | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"Stable angina",
"SLE",
"Panic attack",
"Boerhaave",
"Atrial fibrillation",
"Anemia",
"GERD",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Pancreatic neoplasm",
"Pulmonary neoplasm",
"Acute dystonic reactions",
"Myasthenia gravis",
... | [
0.0993,
0.0878,
0.075,
0.0721,
0.0713,
0.0694,
0.0639,
0.0603,
0.0584,
0.0583,
0.0551,
0.0515,
0.0434,
0.0388,
0.0388,
0.0359,
0.0207
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.0993 (9.93%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0878 (8.78%)
3. Stable a... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute dystonic reactions",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Possible NSTEMI / STEMI",
"Chagas"
] | [
"G24.02",
"G70.0",
"i26",
"J81.0",
"G61.0",
"I48.91",
"I51.4",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34",
"I21",
"B57"
] | [
"Acute dystonic reactions",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Possible NSTEMI / STEMI",
"Chagas",
"G24.02",
"G70.0",
... | [
0.1668,
0.1273,
0.1013,
0.0949,
0.0867,
0.0828,
0.0818,
0.0611,
0.0611,
0.0386,
0.0326,
0.0283,
0.0184,
0.0184
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.1668 (16.68%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1273 (12.73%)
3. ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 51
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Pericarditis",
"Panic attack",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Acute pulmonary edema",
"Myocarditis",
"Stable angina",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myas... | [
"i26",
"J93",
"I30",
"f41",
"I21",
"I20.0",
"J81.0",
"I51.4",
"I20.9",
"c34",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1",
"I47.1",
"M34"
] | [
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Pericarditis",
"Panic attack",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Acute pulmonary edema",
"Myocarditis",
"Stable angina",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myas... | [
0.0968,
0.0829,
0.0816,
0.0738,
0.0702,
0.0672,
0.0593,
0.0578,
0.0551,
0.0547,
0.0519,
0.0496,
0.0366,
0.0366,
0.0366,
0.0299,
0.0231,
0.0195,
0.0169
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.0968 (9.68%)
2. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.0829 (8.29%)
3. Perica... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Sarcoidosis",
"Acute dystonic reactions",
"Myocarditis",
"Possible NSTEMI / STEMI",
"Pulmonary neoplasm",
"Pulmonary embolism"
] | [
"d86",
"G24.02",
"I51.4",
"I21",
"c34",
"i26"
] | [
"Sarcoidosis",
"Acute dystonic reactions",
"Myocarditis",
"Possible NSTEMI / STEMI",
"Pulmonary neoplasm",
"Pulmonary embolism",
"d86",
"G24.02",
"I51.4",
"I21",
"c34",
"i26"
] | [
0.3997,
0.2984,
0.1443,
0.0898,
0.0677,
0
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Sarcoidosis (ICD-10: d86)
Probability: 0.3997 (39.97%)
2. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.2984 (29.84%)
3. Myocardi... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 29
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Possible NSTEMI / STEMI",
"Sarcoidosis",
"Cluster headache",
"SLE",
"Chagas"
] | [
"D64.9",
"I21",
"d86",
"g44.009",
"M34",
"B57"
] | [
"Anemia",
"Possible NSTEMI / STEMI",
"Sarcoidosis",
"Cluster headache",
"SLE",
"Chagas",
"D64.9",
"I21",
"d86",
"g44.009",
"M34",
"B57"
] | [
0.2733,
0.2238,
0.1933,
0.1888,
0.0895,
0.0313
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.2733 (27.33%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.2238 (22.38%)
3. Sarcoidosis (IC... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Panic attack",
"Possible NSTEMI / STEMI",
"Guillain-Barré syndrome",
"Spontaneous pneumothorax",
"Unstable angina",
"Acute pulmonary edema",
"Anaphylaxis",
"Anemia",
"Boerhaave",
"Pulmonary embolism",
"GERD",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"... | [
"f41",
"I21",
"G61.0",
"J93",
"I20.0",
"J81.0",
"T78.0",
"D64.9",
"K22.3",
"i26",
"K21",
"T61.1",
"G24.02",
"G70.0",
"I20.9",
"d86",
"B57",
"c25",
"M34",
"c34"
] | [
"Panic attack",
"Possible NSTEMI / STEMI",
"Guillain-Barré syndrome",
"Spontaneous pneumothorax",
"Unstable angina",
"Acute pulmonary edema",
"Anaphylaxis",
"Anemia",
"Boerhaave",
"Pulmonary embolism",
"GERD",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"... | [
0.1005,
0.0821,
0.0772,
0.0676,
0.0669,
0.0653,
0.0651,
0.0609,
0.055,
0.05,
0.0426,
0.0365,
0.0335,
0.0335,
0.0333,
0.0274,
0.0253,
0.0232,
0.0155,
0.0076
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Panic attack (ICD-10: f41)
Probability: 0.1005 (10.05%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0821 (8.21%)
3. Guillain-Bar... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Stable angina",
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"Panic attack",
"Myocarditis",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"GERD",
"Acute dystonic reactions",
"Anaphylaxis",
"Pulmonary neoplasm",
"Scombroid food poisoning",
"PSVT",
"Pulmonary... | [
"I20.0",
"I20.9",
"I21",
"I48.91",
"f41",
"I51.4",
"J81.0",
"G61.0",
"K21",
"G24.02",
"T78.0",
"c34",
"T61.1",
"I47.1",
"i26"
] | [
"Unstable angina",
"Stable angina",
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"Panic attack",
"Myocarditis",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"GERD",
"Acute dystonic reactions",
"Anaphylaxis",
"Pulmonary neoplasm",
"Scombroid food poisoning",
"PSVT",
"Pulmonary... | [
0.1168,
0.1099,
0.1009,
0.0848,
0.0818,
0.0806,
0.0773,
0.0731,
0.0654,
0.0515,
0.0515,
0.0465,
0.0326,
0.0275,
0
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.1168 (11.68%)
2. Stable angina (ICD-10: I20.9)
Probability: 0.1099 (10.99%)
3. Possible NSTEM... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Panic attack",
"Anaphylaxis",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"Pericarditis",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"Acute pulmonary edema",
"SLE",
"Acute dystonic reactions",
"My... | [
"i26",
"f41",
"T78.0",
"J93",
"I21",
"I20.0",
"I20.9",
"I30",
"G61.0",
"I51.4",
"I48.91",
"J81.0",
"M34",
"G24.02",
"G70.0",
"D64.9",
"B57",
"d86"
] | [
"Pulmonary embolism",
"Panic attack",
"Anaphylaxis",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"Pericarditis",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"Acute pulmonary edema",
"SLE",
"Acute dystonic reactions",
"My... | [
0.0962,
0.0763,
0.0747,
0.074,
0.0726,
0.0695,
0.057,
0.0564,
0.0537,
0.0529,
0.0513,
0.0461,
0.0432,
0.0378,
0.0378,
0.0378,
0.0317,
0.031
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.0962 (9.62%)
2. Panic attack (ICD-10: f41)
Probability: 0.0763 (7.63%)
3. Anaphylaxis (ICD-1... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 79
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Whooping cough",
"Bronchitis"
] | [
"A37",
"j40"
] | [
"Whooping cough",
"Bronchitis",
"A37",
"j40"
] | [
0.5125,
0.4875
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Whooping cough (ICD-10: A37)
Probability: 0.5125 (51.25%)
2. Bronchitis (ICD-10: j40)
Probability: 0.4875 (48.75%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Pneumonia",
"Bronchitis",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas"
] | [
"j06.9",
"j17, j18",
"j40",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] | [
"URTI",
"Pneumonia",
"Bronchitis",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas",
"j06.9",
"j17, j18",
"j40",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] | [
0.1692,
0.1638,
0.1551,
0.1416,
0.1037,
0.0949,
0.0568,
0.0416
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.1692 (16.92%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1638 (16.38%)
3. Bronchitis (ICD-10: j40)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 63
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"SLE",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Pneumonia",
"Pulmonary embolism",
"Unstable angina",
"Pancreatic neoplasm",
"Acute COPD exacerbation / infection",
"Stable angina",
"Anemia",
"Scombroid food poisoning",
"Bronchiectasis",
"... | [
"I21",
"M34",
"c34",
"J45",
"j17, j18",
"i26",
"I20.0",
"c25",
"j44.1",
"I20.9",
"D64.9",
"T61.1",
"J47",
"G61.0",
"I51.4",
"J81.0",
"I48.91",
"G24.02",
"G70.0",
"T78.0",
"j40"
] | [
"Possible NSTEMI / STEMI",
"SLE",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Pneumonia",
"Pulmonary embolism",
"Unstable angina",
"Pancreatic neoplasm",
"Acute COPD exacerbation / infection",
"Stable angina",
"Anemia",
"Scombroid food poisoning",
"Bronchiectasis",
"... | [
0.0731,
0.0644,
0.0594,
0.0594,
0.0587,
0.0562,
0.054,
0.053,
0.0512,
0.051,
0.0469,
0.0459,
0.0454,
0.0429,
0.0427,
0.0423,
0.041,
0.0302,
0.0302,
0.0284,
0.0237
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0731 (7.31%)
2. SLE (ICD-10: M34)
Probability: 0.0644 (6.44%)
3. Pulmonary neoplasm (IC... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 32
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Stable angina",
"Possible NSTEMI / STEMI",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Anemia",
"GERD",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Pancreatic neoplasm",
"Anaphylaxis",
"SLE",
"Acute dystonic reactions",
"Myasthenia gravis",
"Chag... | [
"I20.0",
"I20.9",
"I21",
"I51.4",
"I48.91",
"f41",
"D64.9",
"K21",
"J81.0",
"G61.0",
"c25",
"T78.0",
"M34",
"G24.02",
"G70.0",
"B57",
"T61.1",
"I47.1",
"J04.0",
"J02.9"
] | [
"Unstable angina",
"Stable angina",
"Possible NSTEMI / STEMI",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Anemia",
"GERD",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Pancreatic neoplasm",
"Anaphylaxis",
"SLE",
"Acute dystonic reactions",
"Myasthenia gravis",
"Chag... | [
0.0893,
0.0837,
0.0744,
0.0654,
0.0638,
0.0616,
0.0602,
0.0583,
0.0582,
0.055,
0.0514,
0.0483,
0.0443,
0.0387,
0.0387,
0.0324,
0.0245,
0.0207,
0.019,
0.0119
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.0893 (8.93%)
2. Stable angina (ICD-10: I20.9)
Probability: 0.0837 (8.37%)
3. Possible NSTEMI ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 23
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"PSVT",
"Atrial fibrillation",
"Anemia",
"Panic attack",
"Cluster headache",
"Anaphylaxis",
"Scombroid food poisoning",
"Chagas"
] | [
"I47.1",
"I48.91",
"D64.9",
"f41",
"g44.009",
"T78.0",
"T61.1",
"B57"
] | [
"PSVT",
"Atrial fibrillation",
"Anemia",
"Panic attack",
"Cluster headache",
"Anaphylaxis",
"Scombroid food poisoning",
"Chagas",
"I47.1",
"I48.91",
"D64.9",
"f41",
"g44.009",
"T78.0",
"T61.1",
"B57"
] | [
0.2212,
0.1698,
0.1574,
0.1395,
0.1144,
0.1106,
0.0694,
0.0178
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. PSVT (ICD-10: I47.1)
Probability: 0.2212 (22.12%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1698 (16.98%)
3. Anemia (ICD-10: D6... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Influenza",
"Bronchitis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas",
"Acute rhinosinusitis"
] | [
"j06.9",
"j11.1",
"j40",
"a15",
"j32",
"B57",
"j01"
] | [
"URTI",
"Influenza",
"Bronchitis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas",
"Acute rhinosinusitis",
"j06.9",
"j11.1",
"j40",
"a15",
"j32",
"B57",
"j01"
] | [
0.2184,
0.1743,
0.1553,
0.1189,
0.0712,
0.0521,
0.046
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2184 (21.84%)
2. Influenza (ICD-10: j11.1)
Probability: 0.1743 (17.43%)
3. HIV (initial infection) (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 53
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Acute dystonic reactions"
] | [
"G70.0",
"G61.0",
"G24.02"
] | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"G70.0",
"G61.0",
"G24.02"
] | [
0.4808,
0.3348,
0.1843
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.4808 (48.08%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.3348 (33.48%)
3. Ac... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 39
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Inguinal hernia",
"Bronchitis",
"Whooping cough",
"Scombroid food poisoning",
"Anaphylaxis"
] | [
"K40",
"j40",
"A37",
"T61.1",
"T78.0"
] | [
"Inguinal hernia",
"Bronchitis",
"Whooping cough",
"Scombroid food poisoning",
"Anaphylaxis",
"K40",
"j40",
"A37",
"T61.1",
"T78.0"
] | [
0.3133,
0.3066,
0.2092,
0.1418,
0.0291
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Inguinal hernia (ICD-10: K40)
Probability: 0.3133 (31.33%)
2. Bronchitis (ICD-10: j40)
Probability: 0.3066 (30.66%)
3. Whooping cough (ICD-1... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 54
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Atrial fibrillation",
"PSVT",
"Acute pulmonary edema",
"Myocarditis",
"Pulmonary embolism",
"Panic attack",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"SLE"
] | [
"I48.91",
"I47.1",
"J81.0",
"I51.4",
"i26",
"f41",
"D64.9",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"T78.0",
"M34"
] | [
"Atrial fibrillation",
"PSVT",
"Acute pulmonary edema",
"Myocarditis",
"Pulmonary embolism",
"Panic attack",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"SLE",
"I48.91",
"I47.1",
"J81.0",
"I51.4",
... | [
0.1365,
0.1192,
0.1109,
0.0916,
0.0837,
0.0827,
0.0784,
0.0717,
0.0505,
0.0505,
0.0505,
0.0505,
0.0234
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1365 (13.65%)
2. PSVT (ICD-10: I47.1)
Probability: 0.1192 (11.92%)
3. Acute pulmonary ed... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 14
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Localized edema",
"Pulmonary embolism",
"Chagas",
"Anaphylaxis"
] | [
"R60.0",
"i26",
"B57",
"T78.0"
] | [
"Localized edema",
"Pulmonary embolism",
"Chagas",
"Anaphylaxis",
"R60.0",
"i26",
"B57",
"T78.0"
] | [
0.4862,
0.3016,
0.1344,
0.0778
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.4862 (48.62%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.3016 (30.16%)
3. Chagas (ICD... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 72
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Panic attack",
"Spontaneous pneumothorax",
"Unstable angina",
"Acute pulmonary edema",
"Boerhaave",
"Pericarditis",
"Anemia",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Anaphylaxis",
"GERD",
"Chagas",
"SLE",
"Pulmonary neoplasm"... | [
"I21",
"f41",
"J93",
"I20.0",
"J81.0",
"K22.3",
"I30",
"D64.9",
"i26",
"G61.0",
"I48.91",
"T78.0",
"K21",
"B57",
"M34",
"c34",
"G24.02",
"G70.0",
"T61.1",
"I47.1"
] | [
"Possible NSTEMI / STEMI",
"Panic attack",
"Spontaneous pneumothorax",
"Unstable angina",
"Acute pulmonary edema",
"Boerhaave",
"Pericarditis",
"Anemia",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Anaphylaxis",
"GERD",
"Chagas",
"SLE",
"Pulmonary neoplasm"... | [
0.0868,
0.0744,
0.0689,
0.0663,
0.0629,
0.0582,
0.0566,
0.0505,
0.0485,
0.0462,
0.0441,
0.0418,
0.0413,
0.0376,
0.0371,
0.0363,
0.0325,
0.0325,
0.03,
0.0174
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0868 (8.68%)
2. Panic attack (ICD-10: f41)
Probability: 0.0744 (7.44%)
3. Spontaneous p... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 44
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Pneumonia",
"Bronchitis",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas"
] | [
"j06.9",
"j17, j18",
"j40",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] | [
"URTI",
"Pneumonia",
"Bronchitis",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas",
"j06.9",
"j17, j18",
"j40",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] | [
0.1692,
0.1638,
0.1551,
0.1416,
0.1037,
0.0949,
0.0568,
0.0416
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.1692 (16.92%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1638 (16.38%)
3. Bronchitis (ICD-10: j40)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 28
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome",
"Panic attack"
] | [
"G61.0",
"f41"
] | [
"Guillain-Barré syndrome",
"Panic attack",
"G61.0",
"f41"
] | [
0.6517,
0.3483
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.6517 (65.17%)
2. Panic attack (ICD-10: f41)
Probability: 0.3483 (34.83%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Epiglottitis",
"Myasthenia gravis",
"Acute laryngitis",
"Larygospasm",
"Pulmonary embolism",
"Acute pulmonary edema",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Anemia",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SL... | [
"J05.1",
"G70.0",
"J04.0",
"J38.5",
"i26",
"J81.0",
"T78.0",
"G61.0",
"I48.91",
"I51.4",
"G24.02",
"D64.9",
"B57",
"T61.1",
"I47.1",
"M34",
"J02.9"
] | [
"Epiglottitis",
"Myasthenia gravis",
"Acute laryngitis",
"Larygospasm",
"Pulmonary embolism",
"Acute pulmonary edema",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Anemia",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SL... | [
0.1296,
0.0938,
0.0881,
0.074,
0.074,
0.0693,
0.0693,
0.0634,
0.0605,
0.0598,
0.0446,
0.0446,
0.0424,
0.0282,
0.0238,
0.0207,
0.0137
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Epiglottitis (ICD-10: J05.1)
Probability: 0.1296 (12.96%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.0938 (9.38%)
3. Acute laryngit... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 61
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas"
] | [
"j44.1",
"j40",
"J47",
"j17, j18",
"c34",
"G61.0",
"I48.91",
"I51.4",
"i26",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"B57"
] | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas",
... | [
0.1261,
0.1179,
0.1086,
0.1058,
0.0968,
0.0625,
0.0597,
0.0589,
0.0529,
0.044,
0.044,
0.044,
0.042,
0.0235,
0.0132
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.1261 (12.61%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1179 (11.79%)
3.... | medDataset |
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