Diagnostic Classification on ASL CBF Maps HOA vs SVD
73.33AUCICHOR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICHORadaptation=LoRA, initialization=Self-Supervised 3D MAE, aggregation=mean across five outer folds2026.03 | 73.33 | 71.43 | 66.67 | 46.67 | 52.67 | |
| Randadaptation=LoRA, initialization=Random, aggregation=mean across five outer folds2026.03 | 55.83 | 42.85 | 40.95 | 86.67 | 54.46 | |
| BrainIACadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 50 | 54.29 | 41.91 | 60 | 48.19 | |
| MedicalNetadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 48.33 | 48.57 | 38.57 | 53.33 | 41.33 | |
| BrainSegFounderadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 48.33 | 51.43 | 28.57 | 40 | 31.43 |