Patient Clustering on MIMIC-IV K=3 (patient cohort)
0.172ARIPhenotype List 2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Phenotype List 2K=3, Prompting=few-shot2026.03 | 0.172 | 0.166 | 0.448 | |
| Combination of Phenotype List 1 & 2K=3, Prompting=few-shot2026.03 | 0.168 | 0.165 | 0.446 | |
| Phenotype List 2K=3, Prompting=zero-shot2026.03 | 0.119 | 0.105 | 0.483 | |
| Phenotype List 1K=3, Prompting=zero-shot2026.03 | 0.034 | 0.032 | 0.358 | |
| Phenotype List 1K=3, Prompting=few-shot2026.03 | 0.03 | 0.029 | 0.363 | |
| BioNERK=32026.03 | 0.011 | 0.011 | 0.341 | |
| QuickUMLSK=32026.03 | 0.003 | 0.003 | 0.378 |