ICD code prediction on MIMIC-IV 26K ICD-10 (test)
99.7AUC-ROC MicroDUALLAAT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DUALLAATTraining Data=Multi-source2026.05 | 99.7 | 97.4 | 57.1 | 11.2 | 69.8 | |
| CoRelationPreprocessing Pipeline=original paper pipeline2026.05 | 99.6 | 97.2 | 57.8 | 6.3 | 70 | |
| DUALLAATTraining Data=ICD-10 only2026.05 | 99.6 | 97 | 56.6 | 10.2 | 69.3 | |
| PLM-ICDPreprocessing Pipeline=original paper pipeline2026.05 | 99 | 91.9 | 57 | 4.9 | 69.5 |