Diagnostic Classification on ASL CBF Maps CU Aβ- vs CI Aβ+
78.93AUCICHOR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICHORadaptation=LoRA, initialization=Self-Supervised 3D MAE, aggregation=mean across five outer folds2026.03 | 78.93 | 73.54 | 57.89 | 63.61 | 59.37 | |
| MedicalNetadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 70.31 | 68.8 | 51.07 | 56.94 | 51.8 | |
| Randadaptation=LoRA, initialization=Random, aggregation=mean across five outer folds2026.03 | 68.24 | 57.12 | 38.5 | 74.44 | 50.34 | |
| BrainSegFounderadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 65.9 | 59.9 | 40.54 | 72.5 | 51.28 | |
| BrainIACadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 55.97 | 57.93 | 37.86 | 54.72 | 41.71 |