Medical Code Prediction on MIMIC-IV ICD-9
Metric: AUC Macro (higher is better)
Metric: AUC Macro (higher is better)
| # | Model↕ | AUC Macro▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 97.2 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 2 | LAAT | 96 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 3 | MultiResCNN | 95.1 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 4 | Bi-GRU | 93.8 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 5 | CAML | 90.7 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | CNN | 89.4 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |