Relatedness Detection on Multi-institutional EHR dataset
0.956AUCGAME
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GAMEInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.956 | 0.951 | |
| BGEInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.934 | 0.929 | |
| OpenAIInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.902 | 0.892 | |
| GAMEInstitution=AVE, Feature Set=Codified-only2025.02 | 0.894 | 0.893 | |
| PPMI-SVDInstitution=VA, Feature Set=CUI-level extensions2025.02 | 0.882 | 0.88 | |
| SBERTInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.847 | 0.838 | |
| PPMI-SVDInstitution=MGB, Feature Set=Codified-only2025.02 | 0.831 | 0.818 | |
| CODERInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.831 | 0.828 | |
| BGEInstitution=AVE, Feature Set=Codified-only2025.02 | 0.83 | 0.819 | |
| PPMI-SVDInstitution=BDX, Feature Set=Codified-only2025.02 | 0.825 | 0.816 | |
| PPMI-SVDInstitution=VA, Feature Set=Codified-only2025.02 | 0.825 | 0.818 | |
| PPMI-SVDInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.82 | 0.819 | |
| OpenAIInstitution=AVE, Feature Set=Codified-only2025.02 | 0.808 | 0.799 | |
| PPMI-SVDInstitution=Duke, Feature Set=Codified-only2025.02 | 0.795 | 0.76 | |
| PPMI-SVDInstitution=AVE, Feature Set=Codified-only2025.02 | 0.795 | 0.784 | |
| PPMI-SVDInstitution=MIMIC, Feature Set=Codified-only2025.02 | 0.768 | 0.741 | |
| PPMI-SVDInstitution=UPMC, Feature Set=Codified-only2025.02 | 0.765 | 0.744 | |
| PPMI-SVDInstitution=MIMIC, Feature Set=CUI-level extensions2025.02 | 0.757 | 0.752 | |
| PPMI-SVDInstitution=BCH, Feature Set=Codified-only2025.02 | 0.753 | 0.735 | |
| SBERTInstitution=AVE, Feature Set=Codified-only2025.02 | 0.733 | 0.725 | |
| CODERInstitution=AVE, Feature Set=Codified-only2025.02 | 0.644 | 0.636 | |
| BBERTInstitution=AVE, Feature Set=Codified-only2025.02 | 0.627 | 0.613 | |
| PBERTInstitution=AVE, Feature Set=Codified-only2025.02 | 0.607 | 0.596 | |
| PBERTInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.59 | 0.576 | |
| BBERTInstitution=AVE, Feature Set=CUI-level extensions2025.02 | 0.587 | 0.576 |