Amyloid Prediction on OASIS-3 and ADNI (test)
0.74AUCWang et al. (2025)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Wang et al. (2025)MRI Input=T1w, Ground Truth=PET (SUVR>1.11), Clinical Covariates (Clin.)=Yes†, Training Protocol=Transfer, Test Set Size (N)=2412026.04 | 0.74 | — | — | |
| Ours T1w+T2wMRI Input=T1w+T2w, Ground Truth=PET (CL), Clinical Covariates (Clin.)=No, Training Protocol=KD+Trip, Test Set Size (N)=1662026.04 | 0.74 | — | — | |
| Ours T1wMRI Input=T1w, Ground Truth=PET (CL), Clinical Covariates (Clin.)=No, Training Protocol=KD+Trip, Test Set Size (N)=1662026.04 | 0.73 | — | — | |
| Ours T2wMRI Input=T2w, Ground Truth=PET (CL), Clinical Covariates (Clin.)=No, Training Protocol=KD+Trip, Test Set Size (N)=1662026.04 | 0.7 | — | — | |
| Kim et al. (2025) (T1w+FLAIR)MRI Input=T1w+FLAIR, Ground Truth=PET (CL), Clinical Covariates (Clin.)=No, Training Protocol=Direct, Test Set Size (N)=7792026.04 | 0.67 | — | — | |
| Kim et al. (2025) (T1w)MRI Input=T1w, Ground Truth=PET (CL), Clinical Covariates (Clin.)=No, Training Protocol=Direct, Test Set Size (N)=7792026.04 | 0.61 | — | — | |
| Chiumento et al. (2025)MRI Input=T1w, Ground Truth=PET (CL), Clinical Covariates (Clin.)=No, Training Protocol=Direct2026.04 | — | — | 48 | |
| Dolci et al. (2025)MRI Input=3-modal, Ground Truth=CSF (Aβ42)‡, Clinical Covariates (Clin.)=No, Training Protocol=Direct2026.04 | — | 76 | — |