Dementia Risk Prediction on NYU cohort 2-year horizon
75.5AUROCCEREBRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CEREBRAModality=CEREBRA2026.03 | 75.5 | 15.6 | |
| CEREBRAModality=Note2026.03 | 71.9 | 9.8 | |
| NotesModality=Notes2026.03 | 71.9 | 9.8 | |
| CEREBRAModality=Image2026.03 | 70.7 | 11 | |
| Images - VolumeModality=Images - Volume2026.03 | 70.7 | 11 | |
| CEREBRAModality=EHR2026.03 | 70.4 | 12.2 | |
| EHRModality=EHR2026.03 | 70.4 | 12.2 | |
| GPT-5Modality=Note2026.03 | 69.9 | 9.7 | |
| GPT-5Modality=All2026.03 | 67.7 | 8.3 | |
| Images - VoCoModality=Images - VoCo2026.03 | 67.6 | 7.4 | |
| GPT-4oModality=Note2026.03 | 67.3 | 7.5 | |
| GPT-4oModality=All2026.03 | 66 | 7.3 | |
| GPT-5Modality=EHR2026.03 | 62.9 | 6.5 | |
| GPT-4oModality=EHR2026.03 | 60.6 | 6 | |
| MedGemmaModality=All2026.03 | 56 | 5.4 | |
| MedGemmaModality=Note2026.03 | 54.8 | 5.3 | |
| MedGemmaModality=EHR2026.03 | 53.6 | 4.3 | |
| GPT-4oModality=Image2026.03 | 51 | 4.6 | |
| GPT-5Modality=Image2026.03 | 47.9 | 4.5 | |
| MedGemmaModality=Image2026.03 | 47.6 | 4.6 | |
| CEREBRAModality=All2026.03 | 41.4 | 15.6 |