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: 34
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute COPD exacerbation / infection",
"Influenza",
"Pulmonary neoplasm",
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Panic attack",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"GERD",
"Unstable angina",
"Pericarditis",
"Epiglottitis",
"Boerhaave",
"Pneumonia",
"Stable angina",
"Acute... | [
"j44.1",
"j11.1",
"c34",
"J02.9",
"j40",
"j06.9",
"f41",
"a15",
"I21",
"K21",
"I20.0",
"I30",
"J05.1",
"K22.3",
"j17, j18",
"I20.9",
"J04.0",
"I48.91",
"J47",
"G61.0",
"G24.02",
"I51.4",
"T61.1",
"J81.0",
"I47.1",
"T78.0",
"B57",
"J93"
] | [
"Acute COPD exacerbation / infection",
"Influenza",
"Pulmonary neoplasm",
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Panic attack",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"GERD",
"Unstable angina",
"Pericarditis",
"Epiglottitis",
"Boerhaave",
"Pneumonia",
"Stable angina",
"Acute... | [
0.0608,
0.0549,
0.0539,
0.0518,
0.0517,
0.05,
0.0469,
0.0458,
0.0455,
0.0451,
0.0436,
0.0434,
0.0433,
0.0397,
0.0388,
0.0361,
0.0344,
0.0315,
0.0249,
0.0232,
0.0232,
0.0226,
0.0215,
0.0185,
0.0124,
0.0085,
0.0041,
0.0003
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.0608 (6.08%)
2. Influenza (ICD-10: j11.1)
Probability: 0.0549 (5.49%)
3. ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 87
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Acute pulmonary edema",
"Pulmonary embolism",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE"
] | [
"G70.0",
"G61.0",
"J81.0",
"i26",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I47.1",
"M34"
] | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Acute pulmonary edema",
"Pulmonary embolism",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE",
"G70.0",
"G61.0",
"J81.0",
"i26",
"I51.4",
... | [
0.1549,
0.1299,
0.1276,
0.0967,
0.0931,
0.0791,
0.0583,
0.0583,
0.0583,
0.0488,
0.0369,
0.0312,
0.027
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1549 (15.49%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1299 (12.99%)
3. Ac... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 78
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"GERD",
"Pericarditis",
"Acute dystonic reactions",
"Anaphylaxis",
"Sarcoidosis",
"Myocarditis",
"Scombroid food poisoning",
"PSVT",
"Acute laryngitis",
"Stable angina",
"Viral pharyngitis",
"Pulmonary embolism"
] | [
"I21",
"I48.91",
"K21",
"I30",
"G24.02",
"T78.0",
"d86",
"I51.4",
"T61.1",
"I47.1",
"J04.0",
"I20.9",
"J02.9",
"i26"
] | [
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"GERD",
"Pericarditis",
"Acute dystonic reactions",
"Anaphylaxis",
"Sarcoidosis",
"Myocarditis",
"Scombroid food poisoning",
"PSVT",
"Acute laryngitis",
"Stable angina",
"Viral pharyngitis",
"Pulmonary embolism",
"I21",
"I48.91",
"K21... | [
0.1699,
0.1176,
0.1102,
0.0971,
0.0867,
0.0867,
0.071,
0.0588,
0.0548,
0.0463,
0.0426,
0.0317,
0.0266,
0
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1699 (16.99%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1176 (11.76%)
3. G... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 22
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Unstable angina",
"Boerhaave",
"GERD",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Panic attack",
"Acute dystonic reactions",
"Acute pulmonary edema",
"Scombroid food poisoning",
"Pericarditis",
"Sarcoidosis",
"PSVT",
"Chagas"
] | [
"I21",
"I20.0",
"K22.3",
"K21",
"T78.0",
"G61.0",
"I48.91",
"f41",
"G24.02",
"J81.0",
"T61.1",
"I30",
"d86",
"I47.1",
"B57"
] | [
"Possible NSTEMI / STEMI",
"Unstable angina",
"Boerhaave",
"GERD",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Panic attack",
"Acute dystonic reactions",
"Acute pulmonary edema",
"Scombroid food poisoning",
"Pericarditis",
"Sarcoidosis",
"PSVT",
"Chagas",
"I21",
... | [
0.1316,
0.1245,
0.0951,
0.0799,
0.0786,
0.0755,
0.0721,
0.0654,
0.0532,
0.0494,
0.0491,
0.0441,
0.0435,
0.0284,
0.0094
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1316 (13.16%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.1245 (12.45%)
3. Boerha... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome"
] | [
"G61.0"
] | [
"Guillain-Barré syndrome",
"G61.0"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"GERD",
"Bronchitis",
"Spontaneous rib fracture",
"Unstable angina",
"Anemia",
"Possible NSTEMI / STEMI",
"Tuberculosis",
"Stable angina",
"Pancreatic neoplasm"
] | [
"K21",
"j40",
"S22.9",
"I20.0",
"D64.9",
"I21",
"a15",
"I20.9",
"c25"
] | [
"GERD",
"Bronchitis",
"Spontaneous rib fracture",
"Unstable angina",
"Anemia",
"Possible NSTEMI / STEMI",
"Tuberculosis",
"Stable angina",
"Pancreatic neoplasm",
"K21",
"j40",
"S22.9",
"I20.0",
"D64.9",
"I21",
"a15",
"I20.9",
"c25"
] | [
0.214,
0.1781,
0.1185,
0.1184,
0.0854,
0.0819,
0.0727,
0.0659,
0.0652
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. GERD (ICD-10: K21)
Probability: 0.2140 (21.40%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1781 (17.81%)
3. Spontaneous rib fracture (ICD-10... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Chagas",
"Influenza",
"Scombroid food poisoning",
"Sarcoidosis"
] | [
"B57",
"j11.1",
"T61.1",
"d86"
] | [
"Chagas",
"Influenza",
"Scombroid food poisoning",
"Sarcoidosis",
"B57",
"j11.1",
"T61.1",
"d86"
] | [
0.3062,
0.0802,
0.0755,
0.0242
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.5138 (51.38%)
2. Chagas (ICD-10: B57)
Probability: 0.3062 (30.62%)
3. Influenza (ICD-10... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Bronchitis",
"Pneumonia",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas"
] | [
"j06.9",
"j40",
"j17, j18",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] | [
"URTI",
"Bronchitis",
"Pneumonia",
"Influenza",
"Bronchiectasis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Chagas",
"j06.9",
"j40",
"j17, j18",
"j11.1",
"J47",
"a15",
"j32",
"B57"
] | [
0.1747,
0.1635,
0.1463,
0.1158,
0.1093,
0.1,
0.0599,
0.0438
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.1747 (17.47%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1635 (16.35%)
3. Pneumonia (ICD-10: j17, j18)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 47
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"URTI",
"Acute laryngitis",
"Chagas",
"Stable angina"
] | [
"J02.9",
"I21",
"I20.0",
"j06.9",
"J04.0",
"B57",
"I20.9"
] | [
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"URTI",
"Acute laryngitis",
"Chagas",
"Stable angina",
"J02.9",
"I21",
"I20.0",
"j06.9",
"J04.0",
"B57",
"I20.9"
] | [
0.2707,
0.1687,
0.1118,
0.0957,
0.0872,
0.0744,
0.0579
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2707 (27.07%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1687 (16.87%)
3. HIV ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 3
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Tuberculosis",
"Bronchitis",
"Pneumonia",
"Viral pharyngitis"
] | [
"a15",
"j40",
"j17, j18",
"J02.9"
] | [
"Tuberculosis",
"Bronchitis",
"Pneumonia",
"Viral pharyngitis",
"a15",
"j40",
"j17, j18",
"J02.9"
] | [
0.2818,
0.2713,
0.2621,
0.1848
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Tuberculosis (ICD-10: a15)
Probability: 0.2818 (28.18%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2713 (27.13%)
3. Pneumonia (ICD-10: j17, ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 42
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Mya... | [
"I30",
"i26",
"J93",
"I21",
"I47.1",
"K21",
"J81.0",
"I51.4",
"I48.91",
"f41",
"G61.0",
"K22.3",
"T61.1",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I20.0",
"I20.9"
] | [
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Mya... | [
0.0905,
0.0795,
0.0778,
0.0743,
0.0724,
0.0654,
0.0612,
0.0604,
0.0584,
0.0522,
0.0503,
0.0476,
0.0354,
0.0354,
0.0354,
0.0354,
0.029,
0.0263,
0.013
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.0905 (9.05%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.0795 (7.95%)
3. Spontaneous pneumo... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 32
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"Bronchitis",
"Acute laryngitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] | [
"J02.9",
"j40",
"J04.0",
"j06.9",
"I21",
"I20.0",
"I20.9"
] | [
"Viral pharyngitis",
"Bronchitis",
"Acute laryngitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"J02.9",
"j40",
"J04.0",
"j06.9",
"I21",
"I20.0",
"I20.9"
] | [
0.227,
0.1913,
0.1509,
0.1502,
0.1233,
0.1151,
0.0423
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2270 (22.70%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1913 (19.13%)
3. Acute laryngitis ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 0
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Pneumonia",
"Acute otitis media",
"Tuberculosis",
"Chagas"
] | [
"j40",
"j17, j18",
"H66.90",
"a15",
"B57"
] | [
"Bronchitis",
"Pneumonia",
"Acute otitis media",
"Tuberculosis",
"Chagas",
"j40",
"j17, j18",
"H66.90",
"a15",
"B57"
] | [
0.2983,
0.275,
0.2683,
0.1213,
0.0371
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2983 (29.83%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.2750 (27.50%)
3. Acute otitis media (IC... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Pneumonia",
"Panic attack",
"URTI",
"Tuberculosis",
"GERD",
"Influenza",
"Pericarditis",
"Boerhaave",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Scombroid food poisoning",
"Sarcoi... | [
"j40",
"j17, j18",
"f41",
"j06.9",
"a15",
"K21",
"j11.1",
"I30",
"K22.3",
"I48.91",
"I51.4",
"J47",
"G61.0",
"G24.02",
"G70.0",
"T61.1",
"d86",
"B57",
"I47.1",
"M34",
"T78.0",
"J93"
] | [
"Bronchitis",
"Pneumonia",
"Panic attack",
"URTI",
"Tuberculosis",
"GERD",
"Influenza",
"Pericarditis",
"Boerhaave",
"Atrial fibrillation",
"Myocarditis",
"Bronchiectasis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
"Scombroid food poisoning",
"Sarcoi... | [
0.0787,
0.075,
0.0655,
0.0643,
0.0641,
0.063,
0.0612,
0.0607,
0.0555,
0.044,
0.0429,
0.0348,
0.0325,
0.0325,
0.0325,
0.03,
0.0266,
0.0245,
0.0173,
0.015,
0.0119,
0.0004
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.0787 (7.87%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.0750 (7.50%)
3. HIV (initial infection) ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute dystonic reactions",
"Atrial fibrillation",
"Myocarditis",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Chagas"
] | [
"G24.02",
"I48.91",
"I51.4",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34",
"B57"
] | [
"Acute dystonic reactions",
"Atrial fibrillation",
"Myocarditis",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"Chagas",
"G24.02",
"I48.91",
"I51.4",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34",
"B57"
] | [
0.2232,
0.159,
0.157,
0.1172,
0.1172,
0.0742,
0.0626,
0.0543,
0.0353
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute dystonic reactions (ICD-10: G24.02)
Probability: 0.2232 (22.32%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1590 (15.90%)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Atrial fibrillation",
"PSVT",
"Pulmonary embolism",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"SLE"
] | [
"I48.91",
"I47.1",
"i26",
"D64.9",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"T78.0",
"I51.4",
"M34"
] | [
"Atrial fibrillation",
"PSVT",
"Pulmonary embolism",
"Anemia",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"SLE",
"I48.91",
"I47.1",
"i26",
"D64.9",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"T... | [
0.18,
0.1425,
0.1124,
0.1053,
0.0962,
0.0678,
0.0678,
0.0678,
0.0678,
0.0612,
0.0314
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1800 (18.00%)
2. PSVT (ICD-10: I47.1)
Probability: 0.1425 (14.25%)
3. Pulmonary embolism... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anaphylaxis",
"Bronchospasm / acute asthma exacerbation",
"Pulmonary embolism",
"Acute pulmonary edema",
"Boerhaave",
"Epiglottitis",
"Anemia",
"Inguinal hernia",
"Panic attack",
"Larygospasm",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Chagas",
"SLE",
"Acute dystonic ... | [
"T78.0",
"J45",
"i26",
"J81.0",
"K22.3",
"J05.1",
"D64.9",
"K40",
"f41",
"J38.5",
"I47.1",
"G61.0",
"I48.91",
"B57",
"M34",
"G24.02",
"G70.0",
"I21"
] | [
"Anaphylaxis",
"Bronchospasm / acute asthma exacerbation",
"Pulmonary embolism",
"Acute pulmonary edema",
"Boerhaave",
"Epiglottitis",
"Anemia",
"Inguinal hernia",
"Panic attack",
"Larygospasm",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Chagas",
"SLE",
"Acute dystonic ... | [
0.0974,
0.0763,
0.0721,
0.0692,
0.0649,
0.0603,
0.0603,
0.0579,
0.0555,
0.0551,
0.0501,
0.0472,
0.0451,
0.0385,
0.038,
0.0332,
0.0332,
0.0246
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0974 (9.74%)
2. Bronchospasm / acute asthma exacerbation (ICD-10: J45)
Probability: 0.0763 (7.63%)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute COPD exacerbation / infection",
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Possible NSTEMI / STEMI",
"Chagas... | [
"j44.1",
"j40",
"J47",
"j17, j18",
"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",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Myocarditis",
"Pulmonary embolism",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Possible NSTEMI / STEMI",
"Chagas... | [
0.1376,
0.1286,
0.1186,
0.1154,
0.0682,
0.0651,
0.0643,
0.0578,
0.048,
0.048,
0.048,
0.0459,
0.0256,
0.0145,
0.0145
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute COPD exacerbation / infection (ICD-10: j44.1)
Probability: 0.1376 (13.76%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1286 (12.86%)
3.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 54
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute rhinosinusitis",
"Chagas",
"Acute laryngitis",
"Viral pharyngitis"
] | [
"j01",
"B57",
"J04.0",
"J02.9"
] | [
"Acute rhinosinusitis",
"Chagas",
"Acute laryngitis",
"Viral pharyngitis",
"j01",
"B57",
"J04.0",
"J02.9"
] | [
0.3567,
0.3481,
0.1981,
0.0971
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.3567 (35.67%)
2. Chagas (ICD-10: B57)
Probability: 0.3481 (34.81%)
3. Acute laryngitis (IC... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 6
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"GERD",
"Anaphylaxis"
] | [
"K21",
"T78.0"
] | [
"GERD",
"Anaphylaxis",
"K21",
"T78.0"
] | [
0.8498,
0.1502
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. GERD (ICD-10: K21)
Probability: 0.8498 (84.98%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1502 (15.02%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas"
] | [
"j40",
"J47",
"j17, j18",
"i26",
"G61.0",
"J45",
"I48.91",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"a15",
"I47.1",
"B57"
] | [
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Tuberculosis",
"PSVT",
"Chagas",
"j40",
"J47",
"... | [
0.1359,
0.1269,
0.1235,
0.0852,
0.073,
0.0708,
0.0697,
0.0688,
0.0514,
0.0514,
0.0514,
0.0491,
0.0274,
0.0155
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1359 (13.59%)
2. Bronchiectasis (ICD-10: J47)
Probability: 0.1269 (12.69%)
3. Pneumonia (ICD-10: j17... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 2
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Influenza",
"Bronchitis",
"Pneumonia",
"Tuberculosis",
"Chagas"
] | [
"j06.9",
"j11.1",
"j40",
"j17, j18",
"a15",
"B57"
] | [
"URTI",
"Influenza",
"Bronchitis",
"Pneumonia",
"Tuberculosis",
"Chagas",
"j06.9",
"j11.1",
"j40",
"j17, j18",
"a15",
"B57"
] | [
0.2011,
0.1731,
0.1471,
0.126,
0.1126,
0.0806
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2011 (20.11%)
2. Influenza (ICD-10: j11.1)
Probability: 0.1731 (17.31%)
3. HIV (initial infection) (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Pericarditis",
"Myocarditis",
"Panic attack",
"SLE",
"Anaphylaxis",
"Spontaneous pneumothorax",
"Stable angina",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas"... | [
"J81.0",
"I20.0",
"I21",
"i26",
"I30",
"I51.4",
"f41",
"M34",
"T78.0",
"J93",
"I20.9",
"K21",
"K22.3",
"I48.91",
"G61.0",
"B57",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] | [
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Pericarditis",
"Myocarditis",
"Panic attack",
"SLE",
"Anaphylaxis",
"Spontaneous pneumothorax",
"Stable angina",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas"... | [
0.0781,
0.0632,
0.0631,
0.0627,
0.0612,
0.061,
0.0605,
0.0563,
0.0537,
0.0534,
0.0529,
0.0502,
0.0464,
0.0447,
0.0386,
0.0331,
0.0272,
0.0272,
0.0272,
0.0222,
0.0172
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0781 (7.81%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0632 (6.32%)
3. Possible... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 57
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Chagas",
"Influenza",
"Possible NSTEMI / STEMI",
"Scombroid food poisoning",
"Anemia"
] | [
"B57",
"j11.1",
"I21",
"T61.1",
"D64.9"
] | [
"Chagas",
"Influenza",
"Possible NSTEMI / STEMI",
"Scombroid food poisoning",
"Anemia",
"B57",
"j11.1",
"I21",
"T61.1",
"D64.9"
] | [
0.2723,
0.214,
0.1192,
0.0685,
0.0077
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.3183 (31.83%)
2. Chagas (ICD-10: B57)
Probability: 0.2723 (27.23%)
3. Influenza (ICD-10... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 78
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: 12
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Atrial fibrillation",
"Cluster headache",
"PSVT"
] | [
"D64.9",
"I48.91",
"g44.009",
"I47.1"
] | [
"Anemia",
"Atrial fibrillation",
"Cluster headache",
"PSVT",
"D64.9",
"I48.91",
"g44.009",
"I47.1"
] | [
0.3911,
0.2968,
0.1869,
0.1252
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.3911 (39.11%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.2968 (29.68%)
3. Cluster headache... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 59
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pneumonia",
"Bronchitis",
"Pulmonary neoplasm",
"Bronchiectasis",
"Pericarditis",
"Tuberculosis",
"Pulmonary embolism",
"Panic attack",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Acute COPD exacerbation / infection",
"Stable angina",
"Myocarditis",
"Bronchospasm / acute asthma exacerb... | [
"j17, j18",
"j40",
"c34",
"J47",
"I30",
"a15",
"i26",
"f41",
"I21",
"I20.0",
"j44.1",
"I20.9",
"I51.4",
"J45",
"I48.91",
"G61.0",
"G24.02",
"G70.0",
"d86",
"j11.1",
"J81.0",
"I47.1",
"J93"
] | [
"Pneumonia",
"Bronchitis",
"Pulmonary neoplasm",
"Bronchiectasis",
"Pericarditis",
"Tuberculosis",
"Pulmonary embolism",
"Panic attack",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Acute COPD exacerbation / infection",
"Stable angina",
"Myocarditis",
"Bronchospasm / acute asthma exacerb... | [
0.0731,
0.0695,
0.0681,
0.0668,
0.0626,
0.0601,
0.0598,
0.0557,
0.0548,
0.0546,
0.0515,
0.0484,
0.046,
0.0358,
0.0352,
0.0259,
0.0259,
0.0259,
0.0239,
0.0183,
0.0168,
0.0139,
0.0074
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pneumonia (ICD-10: j17, j18)
Probability: 0.0731 (7.31%)
2. Bronchitis (ICD-10: j40)
Probability: 0.0695 (6.95%)
3. Pulmonary neoplasm (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 16
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Scombroid food poisoning",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Anaphylaxis",
"Acute dystonic reactions",
"Myasthenia gravis"
] | [
"T61.1",
"D64.9",
"G61.0",
"I51.4",
"T78.0",
"G24.02",
"G70.0"
] | [
"Scombroid food poisoning",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Anaphylaxis",
"Acute dystonic reactions",
"Myasthenia gravis",
"T61.1",
"D64.9",
"G61.0",
"I51.4",
"T78.0",
"G24.02",
"G70.0"
] | [
0.2413,
0.1813,
0.1417,
0.1204,
0.1157,
0.0998,
0.0998
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.2413 (24.13%)
2. Anemia (ICD-10: D64.9)
Probability: 0.1813 (18.13%)
3. Guillain-Bar... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 41
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pancreatic neoplasm",
"Anaphylaxis",
"Boerhaave",
"Scombroid food poisoning",
"Chagas",
"Bronchitis",
"Possible NSTEMI / STEMI",
"Anemia",
"Unstable angina",
"GERD"
] | [
"c25",
"T78.0",
"K22.3",
"T61.1",
"B57",
"j40",
"I21",
"D64.9",
"I20.0",
"K21"
] | [
"Pancreatic neoplasm",
"Anaphylaxis",
"Boerhaave",
"Scombroid food poisoning",
"Chagas",
"Bronchitis",
"Possible NSTEMI / STEMI",
"Anemia",
"Unstable angina",
"GERD",
"c25",
"T78.0",
"K22.3",
"T61.1",
"B57",
"j40",
"I21",
"D64.9",
"I20.0",
"K21"
] | [
0.1857,
0.1346,
0.1337,
0.1307,
0.0965,
0.0917,
0.0845,
0.0843,
0.0375,
0.0209
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.1857 (18.57%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1346 (13.46%)
3. Boerhaave (ICD... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 45
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] | [
"J02.9",
"j40",
"j06.9",
"I21",
"I20.0",
"I20.9"
] | [
"Viral pharyngitis",
"Bronchitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"J02.9",
"j40",
"j06.9",
"I21",
"I20.0",
"I20.9"
] | [
0.2691,
0.2395,
0.178,
0.1462,
0.1171,
0.0501
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.2691 (26.91%)
2. Bronchitis (ICD-10: j40)
Probability: 0.2395 (23.95%)
3. URTI (ICD-10: j06... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 76
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Scombroid food poisoning",
"Anaphylaxis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"SLE"
] | [
"T61.1",
"T78.0",
"i26",
"J81.0",
"G61.0",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"M34"
] | [
"Scombroid food poisoning",
"Anaphylaxis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Guillain-Barré syndrome",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"SLE",
"T61.1",
"T78.0",
"i26",
"J81.0",
"G61.0",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
... | [
0.1799,
0.1377,
0.1217,
0.114,
0.1042,
0.0885,
0.0734,
0.0734,
0.0734,
0.034
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Scombroid food poisoning (ICD-10: T61.1)
Probability: 0.1799 (17.99%)
2. Anaphylaxis (ICD-10: T78.0)
Probability: 0.1377 (13.77%)
3. Pulmona... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Cluster headache",
"URTI",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Chronic rhinosinusitis"
] | [
"j40",
"g44.009",
"j06.9",
"j01",
"B57",
"D64.9",
"j32"
] | [
"Bronchitis",
"Cluster headache",
"URTI",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Chronic rhinosinusitis",
"j40",
"g44.009",
"j06.9",
"j01",
"B57",
"D64.9",
"j32"
] | [
0.2344,
0.196,
0.1902,
0.1372,
0.0901,
0.0901,
0.0619
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2344 (23.44%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.1960 (19.60%)
3. URTI (ICD-10: j0... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 11
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Pericarditis",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning"
] | [
"J93",
"i26",
"I30",
"G61.0",
"I51.4",
"I48.91",
"K21",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] | [
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Pericarditis",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning",
"J93",
"i26",
"I30",
"G61.0",
"I51.4",
"I... | [
0.1425,
0.1405,
0.0974,
0.0889,
0.0875,
0.0849,
0.0796,
0.0626,
0.0626,
0.0626,
0.0513,
0.0396
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.1425 (14.25%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.1405 (14.05%)
3. Peri... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Cluster headache",
"PSVT",
"Atrial fibrillation"
] | [
"D64.9",
"g44.009",
"I47.1",
"I48.91"
] | [
"Anemia",
"Cluster headache",
"PSVT",
"Atrial fibrillation",
"D64.9",
"g44.009",
"I47.1",
"I48.91"
] | [
0.5068,
0.1846,
0.1574,
0.1513
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.5068 (50.68%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.1846 (18.46%)
3. PSVT (ICD-10: I47.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 18
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Pneumonia",
"Bronchiectasis",
"Tuberculosis",
"Pulmonary embolism"
] | [
"j40",
"j17, j18",
"J47",
"a15",
"i26"
] | [
"Bronchitis",
"Pneumonia",
"Bronchiectasis",
"Tuberculosis",
"Pulmonary embolism",
"j40",
"j17, j18",
"J47",
"a15",
"i26"
] | [
0.2803,
0.2385,
0.2159,
0.1767,
0.0886
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2803 (28.03%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.2385 (23.85%)
3. Bronchiectasis (ICD-10... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 19
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Panic attack",
"Guillain-Barré syndrome",
"Possible NSTEMI / STEMI",
"Anaphylaxis",
"Unstable angina",
"Boerhaave",
"Anemia",
"GERD",
"Pancreatic neoplasm",
"Scombroid food poisoning",
"Chagas",
"Stable angina"
] | [
"f41",
"G61.0",
"I21",
"T78.0",
"I20.0",
"K22.3",
"D64.9",
"K21",
"c25",
"T61.1",
"B57",
"I20.9"
] | [
"Panic attack",
"Guillain-Barré syndrome",
"Possible NSTEMI / STEMI",
"Anaphylaxis",
"Unstable angina",
"Boerhaave",
"Anemia",
"GERD",
"Pancreatic neoplasm",
"Scombroid food poisoning",
"Chagas",
"Stable angina",
"f41",
"G61.0",
"I21",
"T78.0",
"I20.0",
"K22.3",
"D64.9",
"K21",... | [
0.1729,
0.1219,
0.1155,
0.1006,
0.0929,
0.0892,
0.0886,
0.0834,
0.0476,
0.0412,
0.0333,
0.0128
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Panic attack (ICD-10: f41)
Probability: 0.1729 (17.29%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1219 (12.19%)
3. Possible ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchiectasis",
"Pulmonary neoplasm",
"Bronchitis",
"Pneumonia",
"Panic attack",
"Possible NSTEMI / STEMI",
"Acute COPD exacerbation / infection",
"Unstable angina",
"Myocarditis",
"Tuberculosis",
"Stable angina",
"Spontaneous pneumothorax",
"URTI",
"Guillain-Barré syndrome",
"Bronchos... | [
"J47",
"c34",
"j40",
"j17, j18",
"f41",
"I21",
"j44.1",
"I20.0",
"I51.4",
"a15",
"I20.9",
"J93",
"j06.9",
"G61.0",
"J45",
"I48.91",
"S22.9",
"G24.02",
"G70.0",
"D64.9",
"I47.1",
"c25"
] | [
"Bronchiectasis",
"Pulmonary neoplasm",
"Bronchitis",
"Pneumonia",
"Panic attack",
"Possible NSTEMI / STEMI",
"Acute COPD exacerbation / infection",
"Unstable angina",
"Myocarditis",
"Tuberculosis",
"Stable angina",
"Spontaneous pneumothorax",
"URTI",
"Guillain-Barré syndrome",
"Bronchos... | [
0.0723,
0.0706,
0.0681,
0.063,
0.0602,
0.0597,
0.0558,
0.0547,
0.0532,
0.0505,
0.0467,
0.0423,
0.0408,
0.0399,
0.0387,
0.0381,
0.0372,
0.0281,
0.0281,
0.0281,
0.015,
0.0089
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchiectasis (ICD-10: J47)
Probability: 0.0723 (7.23%)
2. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0706 (7.06%)
3. Bronchitis (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 15
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis"
] | [
"J02.9"
] | [
"Viral pharyngitis",
"J02.9"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"SLE",
"Stable angina",
"Anaphylaxis",
"Myocarditis",
"Pericarditis",
"GERD",
"Pulmonary embolism",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
... | [
"J81.0",
"I20.0",
"I21",
"M34",
"I20.9",
"T78.0",
"I51.4",
"I30",
"K21",
"i26",
"I48.91",
"f41",
"G61.0",
"G24.02",
"G70.0",
"D64.9",
"B57",
"d86",
"T61.1"
] | [
"Acute pulmonary edema",
"Unstable angina",
"Possible NSTEMI / STEMI",
"SLE",
"Stable angina",
"Anaphylaxis",
"Myocarditis",
"Pericarditis",
"GERD",
"Pulmonary embolism",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Myasthenia gravis",
... | [
0.0826,
0.0722,
0.0691,
0.0684,
0.0672,
0.0651,
0.0645,
0.0628,
0.0609,
0.0592,
0.0543,
0.0524,
0.0468,
0.033,
0.033,
0.033,
0.0276,
0.027,
0.0209
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0826 (8.26%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0722 (7.22%)
3. Possible... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 50
Sex: F
================================================================================
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: 4
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Influenza",
"Pneumonia",
"URTI",
"Bronchitis",
"Chagas",
"Acute rhinosinusitis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Scombroid food poisoning",
"Anemia",
"Croup",
"Anaphylaxis"
] | [
"j11.1",
"j17, j18",
"j06.9",
"j40",
"B57",
"j01",
"a15",
"j32",
"T61.1",
"D64.9",
"J05.0",
"T78.0"
] | [
"Influenza",
"Pneumonia",
"URTI",
"Bronchitis",
"Chagas",
"Acute rhinosinusitis",
"Tuberculosis",
"Chronic rhinosinusitis",
"Scombroid food poisoning",
"Anemia",
"Croup",
"Anaphylaxis",
"j11.1",
"j17, j18",
"j06.9",
"j40",
"B57",
"j01",
"a15",
"j32",
"T61.1",
"D64.9",
"J0... | [
0.1339,
0.1186,
0.1137,
0.0924,
0.0749,
0.0715,
0.0686,
0.0674,
0.0483,
0.0472,
0.0447,
0.0038
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Influenza (ICD-10: j11.1)
Probability: 0.1339 (13.39%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1186 (11.86%)
3. HIV (initial infectio... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 13
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Spontaneous rib fracture",
"GERD",
"Pericarditis",
"Anaphylaxis"
] | [
"j40",
"S22.9",
"K21",
"I30",
"T78.0"
] | [
"Bronchitis",
"Spontaneous rib fracture",
"GERD",
"Pericarditis",
"Anaphylaxis",
"j40",
"S22.9",
"K21",
"I30",
"T78.0"
] | [
0.3691,
0.2456,
0.161,
0.1418,
0.0825
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.3691 (36.91%)
2. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.2456 (24.56%)
3. GERD (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 53
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome"
] | [
"G61.0"
] | [
"Guillain-Barré syndrome",
"G61.0"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 26
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"Panic attack",
"SLE"
] | [
"G61.0",
"G70.0",
"i26",
"J81.0",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"f41",
"M34"
] | [
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"Panic attack",
"SLE",
"G61.0",
"G70.0",
"i26",
"J81.0",
"I48.91",
"G24.02"... | [
0.1914,
0.1395,
0.1147,
0.1074,
0.0938,
0.0691,
0.0691,
0.0691,
0.0437,
0.0369,
0.0331,
0.032
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1914 (19.14%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1395 (13.95%)
3. Pu... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Acute laryngitis",
"Tuberculosis",
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Epiglottitis",
"Pneumonia",
"Influenza",
"Chagas",
"Stable angina"
] | [
"j40",
"J04.0",
"a15",
"J02.9",
"I21",
"I20.0",
"J05.1",
"j17, j18",
"j11.1",
"B57",
"I20.9"
] | [
"Bronchitis",
"Acute laryngitis",
"Tuberculosis",
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Epiglottitis",
"Pneumonia",
"Influenza",
"Chagas",
"Stable angina",
"j40",
"J04.0",
"a15",
"J02.9",
"I21",
"I20.0",
"J05.1",
"j17, j18",
"j11.1",
"B57",
"I2... | [
0.1799,
0.1194,
0.1142,
0.1073,
0.0976,
0.0911,
0.0889,
0.0685,
0.0565,
0.0431,
0.0335
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1799 (17.99%)
2. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1194 (11.94%)
3. Tuberculosis (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 33
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute rhinosinusitis",
"Bronchitis",
"Chronic rhinosinusitis",
"Acute laryngitis",
"Viral pharyngitis",
"Cluster headache",
"Chagas",
"Anemia"
] | [
"j01",
"j40",
"j32",
"J04.0",
"J02.9",
"g44.009",
"B57",
"D64.9"
] | [
"Acute rhinosinusitis",
"Bronchitis",
"Chronic rhinosinusitis",
"Acute laryngitis",
"Viral pharyngitis",
"Cluster headache",
"Chagas",
"Anemia",
"j01",
"j40",
"j32",
"J04.0",
"J02.9",
"g44.009",
"B57",
"D64.9"
] | [
0.2019,
0.1815,
0.1306,
0.129,
0.1158,
0.1083,
0.0664,
0.0664
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute rhinosinusitis (ICD-10: j01)
Probability: 0.2019 (20.19%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1815 (18.15%)
3. Chronic rhinosin... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 11
Sex: M
================================================================================
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"
] | [
0.2491,
0.2402,
0.2181,
0.1341,
0.1264,
0.0321
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2491 (24.91%)
2. Acute otitis media (ICD-10: H66.90)
Probability: 0.2402 (24.02%)
3. Bronchitis (ICD-10:... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 39
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Pneumonia",
"URTI",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Influenza",
"Unstable angina",
"Bronchiectasis",
"Stable angina",
"Chagas"
] | [
"j40",
"j17, j18",
"j06.9",
"a15",
"I21",
"j11.1",
"I20.0",
"J47",
"I20.9",
"B57"
] | [
"Bronchitis",
"Pneumonia",
"URTI",
"Tuberculosis",
"Possible NSTEMI / STEMI",
"Influenza",
"Unstable angina",
"Bronchiectasis",
"Stable angina",
"Chagas",
"j40",
"j17, j18",
"j06.9",
"a15",
"I21",
"j11.1",
"I20.0",
"J47",
"I20.9",
"B57"
] | [
0.1745,
0.154,
0.1356,
0.0988,
0.0957,
0.0913,
0.0875,
0.0842,
0.0412,
0.0372
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1745 (17.45%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1540 (15.40%)
3. URTI (ICD-10: j06.9)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE"
] | [
"G61.0",
"G70.0",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I47.1",
"M34"
] | [
"Guillain-Barré syndrome",
"Myasthenia gravis",
"Myocarditis",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Chagas",
"Scombroid food poisoning",
"PSVT",
"SLE",
"G61.0",
"G70.0",
"I51.4",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"B57",
"T61.1",
"I4... | [
0.1533,
0.1512,
0.1195,
0.1145,
0.0844,
0.0844,
0.0844,
0.0707,
0.0534,
0.0451,
0.0391
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1533 (15.33%)
2. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1512 (15.12%)
3. My... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 19
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Unstable angina",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"SLE",
"Pericarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Acute pulmonary edema",
"Chagas",
"Sarcoidosis",
"Panic attack",
"S... | [
"I21",
"I20.0",
"D64.9",
"G61.0",
"I51.4",
"I48.91",
"K21",
"M34",
"I30",
"G24.02",
"G70.0",
"T78.0",
"J81.0",
"B57",
"d86",
"f41",
"T61.1",
"I47.1"
] | [
"Possible NSTEMI / STEMI",
"Unstable angina",
"Anemia",
"Guillain-Barré syndrome",
"Myocarditis",
"Atrial fibrillation",
"GERD",
"SLE",
"Pericarditis",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Acute pulmonary edema",
"Chagas",
"Sarcoidosis",
"Panic attack",
"S... | [
0.1098,
0.1054,
0.0727,
0.0665,
0.0662,
0.0635,
0.0595,
0.0535,
0.0524,
0.0468,
0.0468,
0.0468,
0.0435,
0.0392,
0.0383,
0.0345,
0.0296,
0.025
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1098 (10.98%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.1054 (10.54%)
3. Anemia... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Inguinal hernia"
] | [
"K40"
] | [
"Inguinal hernia",
"K40"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Inguinal hernia (ICD-10: K40)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 28
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Atrial fibrillation",
"Pulmonary embolism",
"Anemia",
"PSVT",
"Cluster headache",
"Panic attack",
"Scombroid food poisoning",
"Acute dystonic reactions"
] | [
"I48.91",
"i26",
"D64.9",
"I47.1",
"g44.009",
"f41",
"T61.1",
"G24.02"
] | [
"Atrial fibrillation",
"Pulmonary embolism",
"Anemia",
"PSVT",
"Cluster headache",
"Panic attack",
"Scombroid food poisoning",
"Acute dystonic reactions",
"I48.91",
"i26",
"D64.9",
"I47.1",
"g44.009",
"f41",
"T61.1",
"G24.02"
] | [
0.1756,
0.1538,
0.1312,
0.1176,
0.1154,
0.1146,
0.0928,
0.0928
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.1756 (17.56%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.1538 (15.38%)
3. Anemia... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Spontaneous rib fracture",
"Bronchitis",
"Whooping cough",
"Pulmonary embolism",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Spontaneous pneumothorax",
"Stable angina"
] | [
"S22.9",
"j40",
"A37",
"i26",
"I21",
"I20.0",
"J93",
"I20.9"
] | [
"Spontaneous rib fracture",
"Bronchitis",
"Whooping cough",
"Pulmonary embolism",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Spontaneous pneumothorax",
"Stable angina",
"S22.9",
"j40",
"A37",
"i26",
"I21",
"I20.0",
"J93",
"I20.9"
] | [
0.1987,
0.1812,
0.1285,
0.1235,
0.1223,
0.1147,
0.0719,
0.0592
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Spontaneous rib fracture (ICD-10: S22.9)
Probability: 0.1987 (19.87%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1812 (18.12%)
3. Whooping c... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 69
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Tuberculosis",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia... | [
"j40",
"J47",
"j17, j18",
"c34",
"j44.1",
"a15",
"i26",
"G61.0",
"J45",
"I48.91",
"I51.4",
"G24.02",
"G70.0",
"D64.9",
"I47.1"
] | [
"Bronchitis",
"Bronchiectasis",
"Pneumonia",
"Pulmonary neoplasm",
"Acute COPD exacerbation / infection",
"Tuberculosis",
"Pulmonary embolism",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
"Atrial fibrillation",
"Myocarditis",
"Acute dystonic reactions",
"Myasthenia... | [
0.108,
0.1051,
0.0994,
0.0913,
0.081,
0.0733,
0.073,
0.058,
0.0563,
0.0554,
0.0547,
0.0408,
0.0408,
0.0408,
0.0218
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.1080 (10.80%)
2. Bronchiectasis (ICD-10: J47)
Probability: 0.1051 (10.51%)
3. Pneumonia (ICD-10: j17... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 40
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anaphylaxis",
"Pulmonary embolism",
"Panic attack",
"Bronchospasm / acute asthma exacerbation",
"Possible NSTEMI / STEMI",
"Acute pulmonary edema",
"GERD",
"Pericarditis",
"Unstable angina",
"Stable angina",
"Anemia",
"Inguinal hernia",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrill... | [
"T78.0",
"i26",
"f41",
"J45",
"I21",
"J81.0",
"K21",
"I30",
"I20.0",
"I20.9",
"D64.9",
"K40",
"I47.1",
"G61.0",
"I48.91",
"I51.4",
"j44.1",
"M34",
"G24.02",
"G70.0",
"B57"
] | [
"Anaphylaxis",
"Pulmonary embolism",
"Panic attack",
"Bronchospasm / acute asthma exacerbation",
"Possible NSTEMI / STEMI",
"Acute pulmonary edema",
"GERD",
"Pericarditis",
"Unstable angina",
"Stable angina",
"Anemia",
"Inguinal hernia",
"PSVT",
"Guillain-Barré syndrome",
"Atrial fibrill... | [
0.079,
0.0674,
0.0633,
0.0623,
0.0619,
0.058,
0.056,
0.0554,
0.0552,
0.0496,
0.0492,
0.0481,
0.0409,
0.0385,
0.0368,
0.0363,
0.0343,
0.031,
0.0271,
0.0271,
0.0227
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anaphylaxis (ICD-10: T78.0)
Probability: 0.0790 (7.90%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.0674 (6.74%)
3. Panic attack (ICD... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 41
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Mya... | [
"I30",
"i26",
"J93",
"I21",
"I47.1",
"K21",
"J81.0",
"I51.4",
"I48.91",
"f41",
"G61.0",
"K22.3",
"T61.1",
"G24.02",
"G70.0",
"D64.9",
"d86",
"c25",
"I20.0",
"I20.9"
] | [
"Pericarditis",
"Pulmonary embolism",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"PSVT",
"GERD",
"Acute pulmonary edema",
"Myocarditis",
"Atrial fibrillation",
"Panic attack",
"Guillain-Barré syndrome",
"Boerhaave",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Mya... | [
0.088,
0.0778,
0.0762,
0.0716,
0.0709,
0.0685,
0.0599,
0.0591,
0.0571,
0.0511,
0.0492,
0.0466,
0.0347,
0.0347,
0.0347,
0.0347,
0.0284,
0.0265,
0.0217,
0.0085
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.0880 (8.80%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.0778 (7.78%)
3. Spontaneous pneumo... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: M
================================================================================
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: 70
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"SLE",
"Possible NSTEMI / STEMI",
"Anemia",
"Guillain-Barré syndrome",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"Stable angina",
"Unstable angina",
"Pulmonary embolism"
] | [
"M34",
"I21",
"D64.9",
"G61.0",
"c34",
"J45",
"G24.02",
"G70.0",
"T78.0",
"I51.4",
"I20.9",
"I20.0",
"i26"
] | [
"SLE",
"Possible NSTEMI / STEMI",
"Anemia",
"Guillain-Barré syndrome",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anaphylaxis",
"Myocarditis",
"Stable angina",
"Unstable angina",
"Pulmonary embolism",
"M34",
"I21",
... | [
0.1512,
0.1391,
0.1119,
0.1022,
0.0804,
0.078,
0.072,
0.072,
0.0676,
0.0454,
0.042,
0.0383,
0
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. SLE (ICD-10: M34)
Probability: 0.1512 (15.12%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1391 (13.91%)
3. Anemia (ICD-10: D64.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 55
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Localized edema",
"Pulmonary embolism",
"Chagas",
"Anaphylaxis",
"SLE"
] | [
"R60.0",
"i26",
"B57",
"T78.0",
"M34"
] | [
"Localized edema",
"Pulmonary embolism",
"Chagas",
"Anaphylaxis",
"SLE",
"R60.0",
"i26",
"B57",
"T78.0",
"M34"
] | [
0.4678,
0.3253,
0.1293,
0.0748,
0.0028
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Localized edema (ICD-10: R60.0)
Probability: 0.4678 (46.78%)
2. Pulmonary embolism (ICD-10: i26)
Probability: 0.3253 (32.53%)
3. Chagas (ICD... | medDataset |
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