First-occurrence disease prediction on MGB Prospective 2024
74.7Mean AUCDT-Transformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DT-TransformerICD-10 Chapter=XII. Skin Diseases, # of Patients=95,1182026.05 | 74.7 | — | |
| DT-TransformerICD-10 Chapter=I. Infectious Diseases, # of Patients=36,8162026.05 | 73.1 | — | |
| DT-TransformerICD-10 Chapter=V. Mental Disorders, # of Patients=73,1532026.05 | 73.1 | — | |
| DT-TransformerICD-10 Chapter=X. Respiratory Diseases, # of Patients=94,6272026.05 | 73 | — | |
| DT-TransformerICD-10 Chapter=IV. Metabolic Diseases, # of Patients=119,7382026.05 | 72.6 | — | |
| DT-TransformerICD-10 Chapter=XIII. Musculoskeletal Diseases, # of Patients=202,9182026.05 | 72.4 | — | |
| DT-TransformerICD-10 Chapter=III. Blood & Immune Disorders, # of Patients=63,9242026.05 | 72.2 | — | |
| DT-TransformerICD-10 Chapter=IX. Circulatory Diseases, # of Patients=167,7872026.05 | 72 | — | |
| DT-TransformerICD-10 Chapter=XIV. Genitourinary Diseases, # of Patients=110,7422026.05 | 72 | — | |
| DT-TransformerICD-10 Chapter=VII. Eye Diseases, # of Patients=68,9422026.05 | 71.6 | — | |
| DT-TransformerICD-10 Chapter=VIII. Ear Diseases, # of Patients=38,9102026.05 | 70.9 | — | |
| DT-TransformerICD-10 Chapter=XI. Digestive Diseases, # of Patients=142,4502026.05 | 70.9 | — | |
| DT-TransformerICD-10 Chapter=VI. Nervous System Diseases, # of Patients=76,9062026.05 | 70.8 | — | |
| DT-TransformerICD-10 Chapter=Death, # of Patients=7,6742026.05 | 69.3 | — | |
| DT-TransformerICD-10 Chapter=XVI. Perinatal Conditions, # of Patients=1612026.05 | 68.8 | — | |
| DT-TransformerICD-10 Chapter=XV. Pregnancy & Childbirth, # of Patients=32,8612026.05 | 67.2 | — | |
| DT-TransformerICD-10 Chapter=XVII. Congenital Abnormalities, # of Patients=5,8932026.05 | 67 | — | |
| DT-TransformerICD-10 Chapter=II. Neoplasms, # of Patients=69,9822026.05 | 65.7 | — | |
| Age+Sex BaselineICD-10 Chapter=I. Infectious Diseases, # of Patients=36,8162026.05 | — | 64.2 | |
| Age+Sex BaselineICD-10 Chapter=II. Neoplasms, # of Patients=69,9822026.05 | — | 64.1 | |
| Age+Sex BaselineICD-10 Chapter=III. Blood & Immune Disorders, # of Patients=63,9242026.05 | — | 62.2 | |
| Age+Sex BaselineICD-10 Chapter=IV. Metabolic Diseases, # of Patients=119,7382026.05 | — | 63.4 | |
| Age+Sex BaselineICD-10 Chapter=V. Mental Disorders, # of Patients=73,1532026.05 | — | 67.8 | |
| Age+Sex BaselineICD-10 Chapter=VI. Nervous System Diseases, # of Patients=76,9062026.05 | — | 63 | |
| Age+Sex BaselineICD-10 Chapter=VII. Eye Diseases, # of Patients=68,9422026.05 | — | 61.3 | |
| Age+Sex BaselineICD-10 Chapter=VIII. Ear Diseases, # of Patients=38,9102026.05 | — | 61.2 | |
| Age+Sex BaselineICD-10 Chapter=IX. Circulatory Diseases, # of Patients=167,7872026.05 | — | 65.5 | |
| Age+Sex BaselineICD-10 Chapter=X. Respiratory Diseases, # of Patients=94,6272026.05 | — | 63.1 | |
| Age+Sex BaselineICD-10 Chapter=XI. Digestive Diseases, # of Patients=142,4502026.05 | — | 62.6 | |
| Age+Sex BaselineICD-10 Chapter=XII. Skin Diseases, # of Patients=95,1182026.05 | — | 63.1 | |
| Age+Sex BaselineICD-10 Chapter=XIII. Musculoskeletal Diseases, # of Patients=202,9182026.05 | — | 64.2 | |
| Age+Sex BaselineICD-10 Chapter=XIV.itourinary Diseases, # of Patients=110,7422026.05 | — | 66.9 | |
| Age+Sex BaselineICD-10 Chapter=XV. Pregnancy & Childbirth, # of Patients=32,8612026.05 | — | 70.4 | |
| Age+Sex BaselineICD-10 Chapter=XVI. Perinatal Conditions, # of Patients=1612026.05 | — | 60.5 | |
| Age+Sex BaselineICD-10 Chapter=XVII. Congenital Abnormalities, # of Patients=5,8932026.05 | — | 63 | |
| Age+Sex BaselineICD-10 Chapter=Death, # of Patients=7,6742026.05 | — | 71.6 |