Dementia Risk Prediction on NYU cohort 3-year horizon
80.1AUROCCEREBRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CEREBRAModality=All2026.03 | 80.1 | 20.1 | |
| CEREBRAModality=CEREBRA2026.03 | 80.1 | 20.1 | |
| CEREBRAModality=EHR2026.03 | 73.5 | 17.4 | |
| EHRModality=EHR2026.03 | 73.5 | 17.4 | |
| CEREBRAModality=Note2026.03 | 73.4 | 14.2 | |
| NotesModality=Notes2026.03 | 73.4 | 14.2 | |
| CEREBRAModality=Image2026.03 | 69.2 | 14.5 | |
| Images - VolumeModality=Images - Volume2026.03 | 69.2 | 14.5 | |
| GPT-5Modality=All2026.03 | 67.6 | 9.8 | |
| GPT-5Modality=Note2026.03 | 67 | 9.4 | |
| Images - VoCoModality=Images - VoCo2026.03 | 66.9 | 8.8 | |
| GPT-4oModality=Note2026.03 | 66.3 | 8.7 | |
| GPT-4oModality=All2026.03 | 66 | 9.2 | |
| GPT-4oModality=EHR2026.03 | 63.1 | 8.1 | |
| GPT-5Modality=EHR2026.03 | 62.7 | 8 | |
| MedGemmaModality=All2026.03 | 55.8 | 6.6 | |
| MedGemmaModality=EHR2026.03 | 53.8 | 6.1 | |
| MedGemmaModality=Note2026.03 | 51.3 | 5.9 | |
| GPT-5Modality=Image2026.03 | 49.5 | 5.4 | |
| GPT-4oModality=Image2026.03 | 49.1 | 5.5 | |
| MedGemmaModality=Image2026.03 | 46.3 | 5.9 |