Dementia Diagnosis on NYU cohort diagnosis
84.6AUROCCEREBRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CEREBRAModality=All2026.03 | 84.6 | 38.2 | |
| CEREBRAModality=EHR2026.03 | 82.1 | 38.9 | |
| CEREBRAModality=Note2026.03 | 80.5 | 34.2 | |
| GPT-5Modality=EHR2026.03 | 74.6 | 18.5 | |
| GPT-4oModality=EHR2026.03 | 73.2 | 18.3 | |
| CEREBRAModality=Image2026.03 | 71.4 | 24.4 | |
| GPT-5Modality=Note2026.03 | 71.2 | 18.7 | |
| GPT-4oModality=Note2026.03 | 70.3 | 18.1 | |
| GPT-4oModality=All2026.03 | 70.1 | 16.8 | |
| GPT-5Modality=All2026.03 | 68.5 | 21.1 | |
| MedGemmaModality=EHR2026.03 | 61.2 | 13.8 | |
| MedGemmaModality=Note2026.03 | 58.9 | 13.1 | |
| MedGemmaModality=All2026.03 | 54.8 | 12.3 | |
| GPT-5Modality=Image2026.03 | 52.3 | 10.6 | |
| GPT-4oModality=Image2026.03 | 51.5 | 10.1 | |
| MedGemmaModality=Image2026.03 | 49.8 | 10.2 |