Automated ICD Coding on Frequent ICD-10 codes (test)
99.3AUC-ROC (Micro)DUALLAATcnn
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DUALLAATcnnJoint training with ICD-9=true2026.05 | 99.3 | 97.2 | 56.6 | 26 | 68.4 | 53.6 | 56.4 | 60.4 | |
| DUALLAATJoint training with ICD-9=true2026.05 | 99.3 | 97.4 | 58 | 29.9 | 69.9 | 54.9 | 58 | 62.3 | |
| PLM-ICD2026.05 | 99.2 | 96.6 | 58.5 | 21.1 | 69.9 | 55 | 57.9 | 61.9 | |
| LAAT2026.05 | 99 | 95.4 | 57.9 | 20.3 | 68.9 | 54.3 | 57.2 | 60.6 | |
| CAML2026.05 | 98.5 | 91.1 | 55.4 | 16 | 66.8 | 52.2 | 54.5 | 57.4 |