NYU cohort
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dementia Risk Prediction | NYU cohort 3-year horizon | AUROC80.1 | 21 | |
| Dementia Risk Prediction | NYU cohort 2-year horizon | AUROC75.5 | 21 | |
| Dementia Risk Prediction | NYU cohort 1-year horizon | AUROC75.1 | 21 | |
| Dementia Diagnosis | NYU cohort diagnosis | AUROC84.6 | 16 | |
| Time-to-event survival analysis | NYU cohort All modalities | C-index81.2 | 4 | |
| Time-to-event survival analysis | NYU cohort Image modality | C-index74.6 | 4 | |
| Time-to-event survival analysis | NYU cohort Note modality | C-index0.754 | 4 | |
| Time-to-event survival analysis | NYU cohort EHR modality | C-index78.2 | 4 |
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