Multi-Label Classification on MIMIC-IV ICD-10
Metric: AUC Macro (higher is better)
Metric: AUC Macro (higher is better)
| # | Model↕ | AUC Macro▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 96.6 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 2 | LAAT | 95.4 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 3 | MultiResCNN | 94.5 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 4 | Bi-GRU | 92.4 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 5 | CAML | 91.1 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | CNN | 87.9 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |