From: Benchmarking AutoML frameworks for disease prediction using medical claims
Disease | ICD-10 Code | Definition | Prevalence | Number of cases |
---|---|---|---|---|
Lung Cancer | C34 | Two lung cancer claims at least 30 days apart, no history of any cancer | 0.053% | 6,539 |
Rheumatoid Arthritis (RA) | M05, M06 (Except M064) | At least one RA claim* | 0.10% | 12,174 |
Prostate Cancer | C61 | Two prostate cancer claims at least 30 days apart, no history of any cancer | 0.12% | 14,925 |
Type 2 Diabetes (T2D) | E11 | Two T2D claims at least 30 days apart | 0.59% | 73,540 |
Inflammatory Bowel Disease (IBD) | K51, K52 | Two IBD claims at least one day apart | 0.32% | 39, 502 |
Chronic Kidney Disease (CKD) | N18 | Two CKD claims at least 30 days apart | 0.63% | 78,786 |