Anomaly Detection on Knee MRI Stage A Full Cohort
0.752AUCSTACK
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| STACKOperating point=all, Tissue / Biomarker set=six biomarkers + demographics, spec%=90, thr=0.9382025.01 | 0.752 | 0.701 | 0.797 | 0.422 | 0.226 | 0.524 | |
| LROperating point=all, Tissue / Biomarker set=six biomarkers + demographics, spec%=90, thr=0.7292025.01 | 0.747 | 0.696 | 0.794 | 0.358 | 0.147 | 0.511 | |
| ENS (mean)Operating point=all, Tissue / Biomarker set=six biomarkers + demographics, spec%=90, thr=0.8622025.01 | 0.747 | 0.697 | 0.793 | 0.358 | 0.252 | 0.501 | |
| XGBOperating point=all, Tissue / Biomarker set=six biomarkers + demographics, spec%=90, thr=0.9202025.01 | 0.726 | 0.675 | 0.774 | 0.318 | 0.238 | 0.421 | |
| HGBOperating point=all, Tissue / Biomarker set=six biomarkers + demographics, spec%=90, thr=0.9802025.01 | 0.705 | 0.652 | 0.752 | 0.324 | 0.18 | 0.457 |