Patient EHR dataset
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Disease onset forecasting | Patient EHR dataset Disease Suite Aggregate 2-year horizon (test) | AUROC0.78 | 5 | |
| Disease onset forecasting | Patient EHR dataset Prostate Cancer 2-year horizon (test) | AUROC91 | 5 | |
| Disease onset forecasting | Patient EHR dataset Pancreatic Cancer 2-year horizon (test) | AUROC0.693 | 5 | |
| Disease onset forecasting | Patient EHR dataset Acute MI 2-year horizon (test) | AUROC81.8 | 5 | |
| Disease onset forecasting | Patient EHR dataset CHF 2-year horizon (test) | AUROC86.2 | 5 | |
| Disease onset forecasting | Patient EHR dataset COPD 2-year horizon (test) | AUROC70.3 | 5 | |
| Disease onset forecasting | Patient EHR dataset Knee OA 2-year horizon (test) | AUROC0.743 | 5 | |
| Disease onset forecasting | Patient EHR dataset Dementia 2-year horizon (test) | AUROC78.9 | 5 |
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