Dementia Risk Prediction on NYU cohort 1-year horizon
75.1AUROCCEREBRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CEREBRAModality=All2026.03 | 75.1 | 8.7 | |
| CEREBRAModality=CEREBRA2026.03 | 75.1 | 8.7 | |
| CEREBRAModality=Note2026.03 | 72.4 | 6.8 | |
| NotesModality=Notes2026.03 | 72.4 | 6.8 | |
| CEREBRAModality=EHR2026.03 | 71.9 | 9.5 | |
| CEREBRAModality=Image2026.03 | 71.9 | 6.4 | |
| EHRModality=EHR2026.03 | 71.9 | 9.5 | |
| Images - VolumeModality=Images - Volume2026.03 | 71.9 | 6.4 | |
| GPT-5Modality=All2026.03 | 68.2 | 5.1 | |
| GPT-4oModality=Note2026.03 | 66.4 | 4.9 | |
| Images - VoCoModality=Images - VoCo2026.03 | 66.4 | 4.6 | |
| GPT-5Modality=Note2026.03 | 66.3 | 5.1 | |
| GPT-4oModality=All2026.03 | 66.3 | 4.5 | |
| GPT-5Modality=EHR2026.03 | 60.9 | 3.7 | |
| GPT-4oModality=EHR2026.03 | 60.4 | 3.7 | |
| MedGemmaModality=All2026.03 | 55.1 | 5.4 | |
| MedGemmaModality=Note2026.03 | 54.7 | 5.2 | |
| GPT-5Modality=Image2026.03 | 52.1 | 2.9 | |
| MedGemmaModality=Image2026.03 | 47.5 | 4.6 | |
| GPT-4oModality=Image2026.03 | 46 | 2.6 | |
| MedGemmaModality=EHR2026.03 | 44.1 | 4.6 |