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 |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 38
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"SLE",
"Unstable angina",
"Possible NSTEMI / STEMI",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Pulmonary embolism",
"Stable angina",
"Acute COPD exacerbation / infection",
"Myocarditis",
"Pneumonia",
"Acute pulmonary edema",
"Anemia",
"Scombroid food poisoning",
"B... | [
"M34",
"I20.0",
"I21",
"c34",
"J45",
"i26",
"I20.9",
"j44.1",
"I51.4",
"j17, j18",
"J81.0",
"D64.9",
"T61.1",
"J47",
"G61.0",
"I48.91",
"c25",
"G24.02",
"G70.0",
"T78.0",
"j40"
] | [
"SLE",
"Unstable angina",
"Possible NSTEMI / STEMI",
"Pulmonary neoplasm",
"Bronchospasm / acute asthma exacerbation",
"Pulmonary embolism",
"Stable angina",
"Acute COPD exacerbation / infection",
"Myocarditis",
"Pneumonia",
"Acute pulmonary edema",
"Anemia",
"Scombroid food poisoning",
"B... | [
0.0753,
0.0609,
0.0595,
0.0582,
0.0582,
0.0544,
0.0509,
0.0502,
0.0473,
0.0465,
0.046,
0.046,
0.045,
0.0445,
0.042,
0.0402,
0.0301,
0.0296,
0.0296,
0.0278,
0.0233
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. SLE (ICD-10: M34)
Probability: 0.0753 (7.53%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0609 (6.09%)
3. Possible NSTEMI / STEMI (ICD... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 0
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Myocarditis"
] | [
"I51.4"
] | [
"Myocarditis",
"I51.4"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Myocarditis (ICD-10: I51.4)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 24
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Acute pulmonary edema",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"Stable angina",
"Panic attack",
"Boerhaave",
"Pericarditis",
"Atrial fibrillation",
"GERD",
"Pulmonary embolism",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Sco... | [
"I20.0",
"J81.0",
"J93",
"I21",
"I20.9",
"f41",
"K22.3",
"I30",
"I48.91",
"K21",
"i26",
"T78.0",
"G61.0",
"G24.02",
"T61.1",
"d86",
"I47.1",
"B57"
] | [
"Unstable angina",
"Acute pulmonary edema",
"Spontaneous pneumothorax",
"Possible NSTEMI / STEMI",
"Stable angina",
"Panic attack",
"Boerhaave",
"Pericarditis",
"Atrial fibrillation",
"GERD",
"Pulmonary embolism",
"Anaphylaxis",
"Guillain-Barré syndrome",
"Acute dystonic reactions",
"Sco... | [
0.0984,
0.0803,
0.0797,
0.0789,
0.0725,
0.0662,
0.0645,
0.0628,
0.0594,
0.0542,
0.0538,
0.0533,
0.0512,
0.0361,
0.0333,
0.0295,
0.0193,
0.0064
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.0984 (9.84%)
2. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0803 (8.03%)
3. Spontane... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"GERD",
"Boerhaave",
"Stable angina",
"Pancreatic neoplasm",
"Chagas",
"Anemia",
"Anaphylaxis",
"Panic attack",
"Atrial fibrillation",
"Pericarditis",
"Spontaneous pneumothorax"
] | [
"I20.0",
"I21",
"K21",
"K22.3",
"I20.9",
"c25",
"B57",
"D64.9",
"T78.0",
"f41",
"I48.91",
"I30",
"J93"
] | [
"Unstable angina",
"Possible NSTEMI / STEMI",
"GERD",
"Boerhaave",
"Stable angina",
"Pancreatic neoplasm",
"Chagas",
"Anemia",
"Anaphylaxis",
"Panic attack",
"Atrial fibrillation",
"Pericarditis",
"Spontaneous pneumothorax",
"I20.0",
"I21",
"K21",
"K22.3",
"I20.9",
"c25",
"B57"... | [
0.1574,
0.129,
0.0887,
0.0843,
0.082,
0.0783,
0.059,
0.059,
0.0517,
0.0489,
0.0425,
0.0337,
0.0309
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Unstable angina (ICD-10: I20.0)
Probability: 0.1574 (15.74%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1290 (12.90%)
3. GERD (... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 48
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"URTI",
"Allergic sinusitis"
] | [
"j40",
"j06.9",
"J30"
] | [
"Bronchitis",
"URTI",
"Allergic sinusitis",
"j40",
"j06.9",
"J30"
] | [
0.445,
0.3307,
0.2243
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.4450 (44.50%)
2. URTI (ICD-10: j06.9)
Probability: 0.3307 (33.07%)
3. Allergic sinusitis (ICD-10: J3... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute laryngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Chagas",
"Stable angina"
] | [
"J04.0",
"I21",
"I20.0",
"B57",
"I20.9"
] | [
"Acute laryngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Chagas",
"Stable angina",
"J04.0",
"I21",
"I20.0",
"B57",
"I20.9"
] | [
0.4177,
0.2563,
0.1249,
0.1131,
0.0879
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute laryngitis (ICD-10: J04.0)
Probability: 0.4177 (41.77%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.2563 (25.63%)
3. Unsta... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 51
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute pulmonary edema",
"Unstable angina",
"Myocarditis",
"Stable angina",
"Atrial fibrillation",
"PSVT",
"Pericarditis",
"Possible NSTEMI / STEMI",
"GERD",
"Boerhaave",
"Panic attack",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Guillain-Barré syndrome",
"Sarcoidosis",
"... | [
"J81.0",
"I20.0",
"I51.4",
"I20.9",
"I48.91",
"I47.1",
"I30",
"I21",
"K21",
"K22.3",
"f41",
"T61.1",
"G24.02",
"G61.0",
"d86",
"i26"
] | [
"Acute pulmonary edema",
"Unstable angina",
"Myocarditis",
"Stable angina",
"Atrial fibrillation",
"PSVT",
"Pericarditis",
"Possible NSTEMI / STEMI",
"GERD",
"Boerhaave",
"Panic attack",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Guillain-Barré syndrome",
"Sarcoidosis",
"... | [
0.0994,
0.0909,
0.0867,
0.0829,
0.08,
0.0794,
0.0786,
0.0761,
0.0717,
0.0663,
0.0458,
0.0388,
0.0388,
0.0328,
0.0318,
0
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0994 (9.94%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0909 (9.09%)
3. Myocardi... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 24
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Myasthenia gravis",
"Guillain-Barré syndrome"
] | [
"G70.0",
"G61.0"
] | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"G70.0",
"G61.0"
] | [
0.6832,
0.3168
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.6832 (68.32%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.3168 (31.68%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 50
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Cluster headache"
] | [
"D64.9",
"g44.009"
] | [
"Anemia",
"Cluster headache",
"D64.9",
"g44.009"
] | [
0.7872,
0.2128
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.7872 (78.72%)
2. Cluster headache (ICD-10: g44.009)
Probability: 0.2128 (21.28%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 61
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Acute pulmonary edema",
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"Ebola",
"Myocarditis",
"Panic attack",
"Guillain-Barré syndrome",
"PSVT",
"Pulmonary neoplasm",
"Acute dystonic reactions",
"Myasthenia gravis",
"Cluster headache"
] | [
"D64.9",
"J81.0",
"I21",
"I48.91",
"a98.4",
"I51.4",
"f41",
"G61.0",
"I47.1",
"c34",
"G24.02",
"G70.0",
"g44.009"
] | [
"Anemia",
"Acute pulmonary edema",
"Possible NSTEMI / STEMI",
"Atrial fibrillation",
"Ebola",
"Myocarditis",
"Panic attack",
"Guillain-Barré syndrome",
"PSVT",
"Pulmonary neoplasm",
"Acute dystonic reactions",
"Myasthenia gravis",
"Cluster headache",
"D64.9",
"J81.0",
"I21",
"I48.91"... | [
0.1282,
0.1046,
0.0808,
0.0804,
0.079,
0.0763,
0.0731,
0.0679,
0.0551,
0.0534,
0.0478,
0.0478,
0.0467
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.1282 (12.82%)
2. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.1046 (10.46%)
3. Possible NSTEMI... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 32
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Influenza",
"Pneumonia",
"Bronchitis",
"Chagas",
"Tuberculosis",
"Scombroid food poisoning",
"Anaphylaxis"
] | [
"j11.1",
"j17, j18",
"j40",
"B57",
"a15",
"T61.1",
"T78.0"
] | [
"Influenza",
"Pneumonia",
"Bronchitis",
"Chagas",
"Tuberculosis",
"Scombroid food poisoning",
"Anaphylaxis",
"j11.1",
"j17, j18",
"j40",
"B57",
"a15",
"T61.1",
"T78.0"
] | [
0.1929,
0.1584,
0.1568,
0.1204,
0.1081,
0.087,
0.0379
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Influenza (ICD-10: j11.1)
Probability: 0.1929 (19.29%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.1584 (15.84%)
3. Bronchitis (ICD-10: j... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 34
Sex: M
================================================================================
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: 43
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Atrial fibrillation"
] | [
"I48.91"
] | [
"Atrial fibrillation",
"I48.91"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Atrial fibrillation (ICD-10: I48.91)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 60
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",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas",
"Acute dystonic react... | [
"J81.0",
"I20.0",
"I21",
"i26",
"I30",
"I51.4",
"f41",
"M34",
"T78.0",
"J93",
"I20.9",
"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",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Chagas",
"Acute dystonic react... | [
0.0833,
0.0702,
0.0701,
0.0696,
0.068,
0.0678,
0.0672,
0.0626,
0.0596,
0.0593,
0.0587,
0.0497,
0.0428,
0.0368,
0.0302,
0.0302,
0.0302,
0.0247,
0.0191
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0833 (8.33%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0702 (7.02%)
3. Possible... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 20
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"URTI",
"Tuberculosis",
"Bronchitis",
"Acute laryngitis",
"Influenza",
"Possible NSTEMI / STEMI",
"Epiglottitis",
"Unstable angina"
] | [
"J02.9",
"j06.9",
"a15",
"j40",
"J04.0",
"j11.1",
"I21",
"J05.1",
"I20.0"
] | [
"Viral pharyngitis",
"URTI",
"Tuberculosis",
"Bronchitis",
"Acute laryngitis",
"Influenza",
"Possible NSTEMI / STEMI",
"Epiglottitis",
"Unstable angina",
"J02.9",
"j06.9",
"a15",
"j40",
"J04.0",
"j11.1",
"I21",
"J05.1",
"I20.0"
] | [
0.1552,
0.1466,
0.1414,
0.1345,
0.1009,
0.0977,
0.0825,
0.0751,
0.0661
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.1552 (15.52%)
2. URTI (ICD-10: j06.9)
Probability: 0.1466 (14.66%)
3. Tuberculosis (ICD-10:... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Influenza",
"URTI",
"Viral pharyngitis",
"Bronchitis",
"Acute laryngitis",
"Pneumonia",
"Chagas",
"Tuberculosis",
"Epiglottitis",
"Chronic rhinosinusitis",
"Acute rhinosinusitis",
"Scombroid food poisoning",
"Anemia"
] | [
"j11.1",
"j06.9",
"J02.9",
"j40",
"J04.0",
"j17, j18",
"B57",
"a15",
"J05.1",
"j32",
"j01",
"T61.1",
"D64.9"
] | [
"Influenza",
"URTI",
"Viral pharyngitis",
"Bronchitis",
"Acute laryngitis",
"Pneumonia",
"Chagas",
"Tuberculosis",
"Epiglottitis",
"Chronic rhinosinusitis",
"Acute rhinosinusitis",
"Scombroid food poisoning",
"Anemia",
"j11.1",
"j06.9",
"J02.9",
"j40",
"J04.0",
"j17, j18",
"B57... | [
0.1197,
0.1019,
0.0945,
0.0767,
0.0705,
0.0703,
0.0682,
0.0615,
0.0598,
0.0582,
0.0563,
0.0399,
0.0157
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Influenza (ICD-10: j11.1)
Probability: 0.1197 (11.97%)
2. HIV (initial infection) (ICD-10: B20)
Probability: 0.1069 (10.69%)
3. URTI (ICD-10... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 21
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Bronchitis",
"Acute laryngitis",
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] | [
"j40",
"J04.0",
"J02.9",
"I21",
"I20.0",
"I20.9"
] | [
"Bronchitis",
"Acute laryngitis",
"Viral pharyngitis",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"j40",
"J04.0",
"J02.9",
"I21",
"I20.0",
"I20.9"
] | [
0.28,
0.1915,
0.172,
0.1566,
0.1461,
0.0537
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Bronchitis (ICD-10: j40)
Probability: 0.2800 (28.00%)
2. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1915 (19.15%)
3. Viral pharyngitis ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 21
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Anemia",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Anaphylaxis",
"GERD",
"Chagas",
"SLE",
"Unstable angina",
"Acute dystonic reactions",
"Myasthenia gravis",
"Scombroid food poisoning",
"Pericarditis",
"Sarcoidosis",
"PSVT"
] | [
"I21",
"D64.9",
"G61.0",
"I48.91",
"T78.0",
"K21",
"B57",
"M34",
"I20.0",
"G24.02",
"G70.0",
"T61.1",
"I30",
"d86",
"I47.1"
] | [
"Possible NSTEMI / STEMI",
"Anemia",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Anaphylaxis",
"GERD",
"Chagas",
"SLE",
"Unstable angina",
"Acute dystonic reactions",
"Myasthenia gravis",
"Scombroid food poisoning",
"Pericarditis",
"Sarcoidosis",
"PSVT",
"I21",
"D64.9",
"G61... | [
0.125,
0.0888,
0.0812,
0.0776,
0.0735,
0.0727,
0.0662,
0.0653,
0.0578,
0.0572,
0.0572,
0.0528,
0.0474,
0.0468,
0.0305
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1250 (12.50%)
2. Anemia (ICD-10: D64.9)
Probability: 0.0888 (8.88%)
3. Guillain-Barré s... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 88
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"GERD",
"Pericarditis",
"Possible NSTEMI / STEMI",
"Pancreatic neoplasm"
] | [
"K21",
"I30",
"I21",
"c25"
] | [
"GERD",
"Pericarditis",
"Possible NSTEMI / STEMI",
"Pancreatic neoplasm",
"K21",
"I30",
"I21",
"c25"
] | [
0.4404,
0.2,
0.1896,
0.17
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. GERD (ICD-10: K21)
Probability: 0.4404 (44.04%)
2. Pericarditis (ICD-10: I30)
Probability: 0.2000 (20.00%)
3. Possible NSTEMI / STEMI (ICD-1... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 29
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome",
"Panic attack",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE"
] | [
"G61.0",
"f41",
"G70.0",
"i26",
"J81.0",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34"
] | [
"Guillain-Barré syndrome",
"Panic attack",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"G61.0",
"f41",
"G70.0",
"i26",
"J81.0",
"I48.91",
... | [
0.1748,
0.1305,
0.125,
0.1027,
0.0962,
0.084,
0.0619,
0.0619,
0.0619,
0.0392,
0.0331,
0.0287
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1748 (17.48%)
2. Panic attack (ICD-10: f41)
Probability: 0.1305 (13.05%)
3. Myastheni... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 28
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: 61
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Influenza",
"Pneumonia",
"Bronchitis",
"Tuberculosis",
"Bronchiectasis",
"Chronic rhinosinusitis",
"Chagas",
"Acute rhinosinusitis"
] | [
"j06.9",
"j11.1",
"j17, j18",
"j40",
"a15",
"J47",
"j32",
"B57",
"j01"
] | [
"URTI",
"Influenza",
"Pneumonia",
"Bronchitis",
"Tuberculosis",
"Bronchiectasis",
"Chronic rhinosinusitis",
"Chagas",
"Acute rhinosinusitis",
"j06.9",
"j11.1",
"j17, j18",
"j40",
"a15",
"J47",
"j32",
"B57",
"j01"
] | [
0.1609,
0.1523,
0.1513,
0.1434,
0.0808,
0.0689,
0.0525,
0.0384,
0.0339
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.1609 (16.09%)
2. Influenza (ICD-10: j11.1)
Probability: 0.1523 (15.23%)
3. Pneumonia (ICD-10: j17, j18)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 10
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Influenza",
"Bronchitis",
"Tuberculosis",
"Pneumonia",
"Chronic rhinosinusitis",
"Chagas"
] | [
"j06.9",
"j11.1",
"j40",
"a15",
"j17, j18",
"j32",
"B57"
] | [
"URTI",
"Influenza",
"Bronchitis",
"Tuberculosis",
"Pneumonia",
"Chronic rhinosinusitis",
"Chagas",
"j06.9",
"j11.1",
"j40",
"a15",
"j17, j18",
"j32",
"B57"
] | [
0.203,
0.1894,
0.1425,
0.1091,
0.0967,
0.0653,
0.0478
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2030 (20.30%)
2. Influenza (ICD-10: j11.1)
Probability: 0.1894 (18.94%)
3. HIV (initial infection) (ICD-... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 16
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pericarditis",
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Myocarditis",
"Guillain-Barré syndrome",
"Boerhaave",
"Panic attack",
"GERD",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning"
] | [
"I30",
"J93",
"i26",
"I51.4",
"G61.0",
"K22.3",
"f41",
"K21",
"G24.02",
"G70.0",
"D64.9",
"d86",
"T61.1"
] | [
"Pericarditis",
"Spontaneous pneumothorax",
"Pulmonary embolism",
"Myocarditis",
"Guillain-Barré syndrome",
"Boerhaave",
"Panic attack",
"GERD",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"Sarcoidosis",
"Scombroid food poisoning",
"I30",
"J93",
"i26",
"I51.4",
"G61.... | [
0.1369,
0.1274,
0.1261,
0.0851,
0.0798,
0.0755,
0.0627,
0.0565,
0.0562,
0.0562,
0.0562,
0.046,
0.0355
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.1369 (13.69%)
2. Spontaneous pneumothorax (ICD-10: J93)
Probability: 0.1274 (12.74%)
3. Pulmonary ... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 68
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pericarditis",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Panic attack",
"Unstable angina",
"Boerhaave",
"PSVT",
"Stable angina",
"GERD",
"Scombroid food poisoning",
"Spontaneous pneumothorax"
] | [
"I30",
"I21",
"i26",
"f41",
"I20.0",
"K22.3",
"I47.1",
"I20.9",
"K21",
"T61.1",
"J93"
] | [
"Pericarditis",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Panic attack",
"Unstable angina",
"Boerhaave",
"PSVT",
"Stable angina",
"GERD",
"Scombroid food poisoning",
"Spontaneous pneumothorax",
"I30",
"I21",
"i26",
"f41",
"I20.0",
"K22.3",
"I47.1",
"I20.9",
"K21",
"T6... | [
0.1781,
0.114,
0.1098,
0.1091,
0.1072,
0.1011,
0.0963,
0.0597,
0.0486,
0.0413,
0.0348
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pericarditis (ICD-10: I30)
Probability: 0.1781 (17.81%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.1140 (11.40%)
3. Pulmonary e... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 81
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Guillain-Barré syndrome",
"Panic attack",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE"
] | [
"G61.0",
"f41",
"G70.0",
"i26",
"J81.0",
"I48.91",
"G24.02",
"D64.9",
"T78.0",
"T61.1",
"I47.1",
"M34"
] | [
"Guillain-Barré syndrome",
"Panic attack",
"Myasthenia gravis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Atrial fibrillation",
"Acute dystonic reactions",
"Anemia",
"Anaphylaxis",
"Scombroid food poisoning",
"PSVT",
"SLE",
"G61.0",
"f41",
"G70.0",
"i26",
"J81.0",
"I48.91",
... | [
0.1736,
0.1307,
0.1252,
0.1029,
0.0964,
0.0841,
0.062,
0.062,
0.062,
0.0392,
0.0331,
0.0287
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1736 (17.36%)
2. Panic attack (ICD-10: f41)
Probability: 0.1307 (13.07%)
3. Myastheni... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 57
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"PSVT",
"Anemia",
"Panic attack",
"Atrial fibrillation",
"Anaphylaxis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Myocarditis",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"SLE"
] | [
"I47.1",
"D64.9",
"f41",
"I48.91",
"T78.0",
"i26",
"J81.0",
"I51.4",
"G61.0",
"T61.1",
"G24.02",
"G70.0",
"M34"
] | [
"PSVT",
"Anemia",
"Panic attack",
"Atrial fibrillation",
"Anaphylaxis",
"Pulmonary embolism",
"Acute pulmonary edema",
"Myocarditis",
"Guillain-Barré syndrome",
"Scombroid food poisoning",
"Acute dystonic reactions",
"Myasthenia gravis",
"SLE",
"I47.1",
"D64.9",
"f41",
"I48.91",
"T... | [
0.127,
0.1043,
0.1037,
0.0949,
0.084,
0.083,
0.0778,
0.0729,
0.0711,
0.058,
0.0501,
0.0501,
0.0232
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. PSVT (ICD-10: I47.1)
Probability: 0.1270 (12.70%)
2. Anemia (ICD-10: D64.9)
Probability: 0.1043 (10.43%)
3. Panic attack (ICD-10: f41)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 2
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Allergic sinusitis"
] | [
"J30"
] | [
"Allergic sinusitis",
"J30"
] | [
1
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Allergic sinusitis (ICD-10: J30)
Probability: 1.0000 (100.00%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 27
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"
] | [
0.4562,
0.3337,
0.2101
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Anemia (ICD-10: D64.9)
Probability: 0.4562 (45.62%)
2. Atrial fibrillation (ICD-10: I48.91)
Probability: 0.3337 (33.37%)
3. Cluster headache... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 74
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"URTI",
"Bronchitis",
"Cluster headache",
"Chronic rhinosinusitis",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Influenza"
] | [
"j06.9",
"j40",
"g44.009",
"j32",
"j01",
"B57",
"D64.9",
"j11.1"
] | [
"URTI",
"Bronchitis",
"Cluster headache",
"Chronic rhinosinusitis",
"Acute rhinosinusitis",
"Chagas",
"Anemia",
"Influenza",
"j06.9",
"j40",
"g44.009",
"j32",
"j01",
"B57",
"D64.9",
"j11.1"
] | [
0.2461,
0.1751,
0.1517,
0.1477,
0.1061,
0.0697,
0.0697,
0.034
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. URTI (ICD-10: j06.9)
Probability: 0.2461 (24.61%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1751 (17.51%)
3. Cluster headache (ICD-10: g44.... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 43
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Panic attack",
"Possible NSTEMI / STEMI",
"Guillain-Barré syndrome",
"Unstable angina",
"Spontaneous pneumothorax",
"Acute pulmonary edema",
"Anaphylaxis",
"Anemia",
"Boerhaave",
"Pericarditis",
"Pulmonary embolism",
"GERD",
"Inguinal hernia",
"Stable angina",
"Scombroid food poisoning"... | [
"f41",
"I21",
"G61.0",
"I20.0",
"J93",
"J81.0",
"T78.0",
"D64.9",
"K22.3",
"I30",
"i26",
"K21",
"K40",
"I20.9",
"T61.1",
"G24.02",
"G70.0",
"d86",
"B57",
"M34"
] | [
"Panic attack",
"Possible NSTEMI / STEMI",
"Guillain-Barré syndrome",
"Unstable angina",
"Spontaneous pneumothorax",
"Acute pulmonary edema",
"Anaphylaxis",
"Anemia",
"Boerhaave",
"Pericarditis",
"Pulmonary embolism",
"GERD",
"Inguinal hernia",
"Stable angina",
"Scombroid food poisoning"... | [
0.0923,
0.0752,
0.0721,
0.0643,
0.0631,
0.061,
0.0608,
0.0568,
0.056,
0.049,
0.0466,
0.0397,
0.0385,
0.0353,
0.0341,
0.0313,
0.0313,
0.0256,
0.0236,
0.0145
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Panic attack (ICD-10: f41)
Probability: 0.0923 (9.23%)
2. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.0752 (7.52%)
3. Guillain-Barr... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 22
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Acute pulmonary edema",
"Unstable angina",
"Pulmonary embolism",
"Pericarditis",
"Possible NSTEMI / STEMI",
"Panic attack",
"Myocarditis",
"SLE",
"Stable angina",
"Anaphylaxis",
"Spontaneous pneumothorax",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Acute d... | [
"J81.0",
"I20.0",
"i26",
"I30",
"I21",
"f41",
"I51.4",
"M34",
"I20.9",
"T78.0",
"J93",
"K21",
"K22.3",
"I48.91",
"G61.0",
"G24.02",
"G70.0",
"D64.9",
"B57",
"d86",
"T61.1"
] | [
"Acute pulmonary edema",
"Unstable angina",
"Pulmonary embolism",
"Pericarditis",
"Possible NSTEMI / STEMI",
"Panic attack",
"Myocarditis",
"SLE",
"Stable angina",
"Anaphylaxis",
"Spontaneous pneumothorax",
"GERD",
"Boerhaave",
"Atrial fibrillation",
"Guillain-Barré syndrome",
"Acute d... | [
0.079,
0.0657,
0.0634,
0.0619,
0.0613,
0.0612,
0.0588,
0.057,
0.0564,
0.0543,
0.054,
0.0507,
0.0469,
0.0452,
0.039,
0.0275,
0.0275,
0.0275,
0.023,
0.0225,
0.0174
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0790 (7.90%)
2. Unstable angina (ICD-10: I20.0)
Probability: 0.0657 (6.57%)
3. Pulmonar... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 52
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Possible NSTEMI / STEMI",
"Acute laryngitis",
"Unstable angina",
"Chagas",
"Stable angina"
] | [
"I21",
"J04.0",
"I20.0",
"B57",
"I20.9"
] | [
"Possible NSTEMI / STEMI",
"Acute laryngitis",
"Unstable angina",
"Chagas",
"Stable angina",
"I21",
"J04.0",
"I20.0",
"B57",
"I20.9"
] | [
0.3586,
0.1853,
0.1748,
0.1582,
0.123
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Possible NSTEMI / STEMI (ICD-10: I21)
Probability: 0.3586 (35.86%)
2. Acute laryngitis (ICD-10: J04.0)
Probability: 0.1853 (18.53%)
3. Unsta... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 25
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary embolism",
"Acute pulmonary edema",
"Possible NSTEMI / STEMI",
"Panic attack",
"Spontaneous pneumothorax",
"Unstable angina",
"Ebola",
"Myocarditis",
"Stable angina",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"... | [
"i26",
"J81.0",
"I21",
"f41",
"J93",
"I20.0",
"a98.4",
"I51.4",
"I20.9",
"G61.0",
"I48.91",
"G24.02",
"G70.0",
"D64.9",
"d86",
"I47.1"
] | [
"Pulmonary embolism",
"Acute pulmonary edema",
"Possible NSTEMI / STEMI",
"Panic attack",
"Spontaneous pneumothorax",
"Unstable angina",
"Ebola",
"Myocarditis",
"Stable angina",
"Guillain-Barré syndrome",
"Atrial fibrillation",
"Acute dystonic reactions",
"Myasthenia gravis",
"Anemia",
"... | [
0.1129,
0.0863,
0.0835,
0.0822,
0.0798,
0.0734,
0.0673,
0.0644,
0.0596,
0.0579,
0.0553,
0.0407,
0.0407,
0.0407,
0.0334,
0.0218
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary embolism (ICD-10: i26)
Probability: 0.1129 (11.29%)
2. Acute pulmonary edema (ICD-10: J81.0)
Probability: 0.0863 (8.63%)
3. Possib... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 44
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Viral pharyngitis",
"Bronchitis",
"Tuberculosis",
"Pulmonary neoplasm",
"Acute laryngitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina"
] | [
"J02.9",
"j40",
"a15",
"c34",
"J04.0",
"j06.9",
"I21",
"I20.0",
"I20.9"
] | [
"Viral pharyngitis",
"Bronchitis",
"Tuberculosis",
"Pulmonary neoplasm",
"Acute laryngitis",
"URTI",
"Possible NSTEMI / STEMI",
"Unstable angina",
"Stable angina",
"J02.9",
"j40",
"a15",
"c34",
"J04.0",
"j06.9",
"I21",
"I20.0",
"I20.9"
] | [
0.1744,
0.1438,
0.1247,
0.12,
0.1134,
0.1129,
0.0927,
0.0865,
0.0318
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Viral pharyngitis (ICD-10: J02.9)
Probability: 0.1744 (17.44%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1438 (14.38%)
3. Tuberculosis (ICD... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 76
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pulmonary neoplasm",
"Pneumonia",
"Tuberculosis",
"Bronchitis",
"Acute pulmonary edema",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Unstable angina",
"Bronchiectasis",
"Myocarditis",
"Anemia",
"Stable angina",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
... | [
"c34",
"j17, j18",
"a15",
"j40",
"J81.0",
"I21",
"i26",
"I20.0",
"J47",
"I51.4",
"D64.9",
"I20.9",
"G61.0",
"J45",
"I48.91",
"S22.9",
"G24.02",
"G70.0",
"c25",
"j11.1"
] | [
"Pulmonary neoplasm",
"Pneumonia",
"Tuberculosis",
"Bronchitis",
"Acute pulmonary edema",
"Possible NSTEMI / STEMI",
"Pulmonary embolism",
"Unstable angina",
"Bronchiectasis",
"Myocarditis",
"Anemia",
"Stable angina",
"Guillain-Barré syndrome",
"Bronchospasm / acute asthma exacerbation",
... | [
0.0894,
0.0719,
0.0716,
0.0668,
0.0665,
0.0664,
0.0615,
0.0553,
0.0478,
0.0478,
0.0466,
0.0448,
0.0426,
0.0413,
0.0406,
0.0367,
0.03,
0.03,
0.0261,
0.0164
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pulmonary neoplasm (ICD-10: c34)
Probability: 0.0894 (8.94%)
2. Pneumonia (ICD-10: j17, j18)
Probability: 0.0719 (7.19%)
3. Tuberculosis (IC... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 15
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Chagas"
] | [
"B57"
] | [
"Chagas",
"B57"
] | [
0.2855
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.7145 (71.45%)
2. Chagas (ICD-10: B57)
Probability: 0.2855 (28.55%) | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 63
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pneumonia",
"Bronchitis",
"Influenza",
"URTI",
"Tuberculosis",
"Bronchiectasis",
"Chagas"
] | [
"j17, j18",
"j40",
"j11.1",
"j06.9",
"a15",
"J47",
"B57"
] | [
"Pneumonia",
"Bronchitis",
"Influenza",
"URTI",
"Tuberculosis",
"Bronchiectasis",
"Chagas",
"j17, j18",
"j40",
"j11.1",
"j06.9",
"a15",
"J47",
"B57"
] | [
0.1921,
0.1816,
0.1681,
0.1624,
0.0993,
0.0846,
0.0472
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pneumonia (ICD-10: j17, j18)
Probability: 0.1921 (19.21%)
2. Bronchitis (ICD-10: j40)
Probability: 0.1816 (18.16%)
3. Influenza (ICD-10: j11... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 36
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Pulmonary embolism",
"Acute dystonic reactions",
"Acute pulmonary edema",
"Atrial fibrillation",
"Myocarditis",
"Anaphylaxis",
"Scombroid food poisoning"
] | [
"G70.0",
"G61.0",
"i26",
"G24.02",
"J81.0",
"I48.91",
"I51.4",
"T78.0",
"T61.1"
] | [
"Myasthenia gravis",
"Guillain-Barré syndrome",
"Pulmonary embolism",
"Acute dystonic reactions",
"Acute pulmonary edema",
"Atrial fibrillation",
"Myocarditis",
"Anaphylaxis",
"Scombroid food poisoning",
"G70.0",
"G61.0",
"i26",
"G24.02",
"J81.0",
"I48.91",
"I51.4",
"T78.0",
"T61.1... | [
0.1915,
0.1389,
0.1269,
0.1188,
0.1188,
0.1037,
0.0765,
0.0765,
0.0484
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Myasthenia gravis (ICD-10: G70.0)
Probability: 0.1915 (19.15%)
2. Guillain-Barré syndrome (ICD-10: G61.0)
Probability: 0.1389 (13.89%)
3. Pu... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 38
Sex: M
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Pancreatic neoplasm",
"SLE",
"Anemia",
"Pulmonary embolism"
] | [
"c25",
"M34",
"D64.9",
"i26"
] | [
"Pancreatic neoplasm",
"SLE",
"Anemia",
"Pulmonary embolism",
"c25",
"M34",
"D64.9",
"i26"
] | [
0.4005,
0.3427,
0.2305,
0.0263
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. Pancreatic neoplasm (ICD-10: c25)
Probability: 0.4005 (40.05%)
2. SLE (ICD-10: M34)
Probability: 0.3427 (34.27%)
3. Anemia (ICD-10: D64.9)
... | medDataset |
PATIENT EXAMPLE
================================================================================
Demographics:
Age: 30
Sex: F
================================================================================
SYMPTOMS AND ANTECEDENTS:
================================================================================
... | [
"Anemia",
"Chagas",
"Cluster headache",
"Sarcoidosis"
] | [
"D64.9",
"B57",
"g44.009",
"d86"
] | [
"Anemia",
"Chagas",
"Cluster headache",
"Sarcoidosis",
"D64.9",
"B57",
"g44.009",
"d86"
] | [
0.2774,
0.2158,
0.1941,
0.0199
] | DIFFERENTIAL DIAGNOSIS:
================================================================================
Ranked list of possible conditions with probabilities:
1. HIV (initial infection) (ICD-10: B20)
Probability: 0.2928 (29.28%)
2. Anemia (ICD-10: D64.9)
Probability: 0.2774 (27.74%)
3. Chagas (ICD-10:... | medDataset |
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