Parkinson's disease responder classification on Internal Development Cohort patient-wise (test)
88.89AccuracyPreSight
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PreSightBackbone=PreSight (Proposed)2026.03 | 88.89 | 95.83 | 16.67 | |
| S3DBackbone=S3D2026.03 | 80.56 | 91.67 | 41.67 | |
| Swin UNETRBackbone=Swin UNETR2026.03 | 77.78 | 95.83 | 58.33 | |
| Radiomics + SVMInput modality=Radiomics2026.03 | 75 | 70.83 | 16.67 | |
| 3D-MAE/ViTBackbone=3D-MAE/ViT2026.03 | 72.22 | 91.67 | 66.67 | |
| Radiomics + LASSOInput modality=Radiomics2026.03 | 69.44 | 79.17 | 50 | |
| Clinical+XGBoostInput modality=Clinical2026.03 | 63.89 | 83.33 | 75 |