ICD-10 diagnosis prediction on MIMIC-IV (test)
87.69Strict AccuracyCombined probe
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Combined probeLayer=32, Evaluation protocol=Linear probing, Input Configuration=Combined (Structured + Unstructured)2026.06 | 87.69 | 91.45 | 98.21 | 89.81 | |
| PLM-ICDInput Configuration=Unstructured (text), Evaluation protocol=Task-specific baseline2026.06 | 86.47 | 90.62 | 94.32 | 79.19 |