Medical Code Prediction on MIMIC-IV ICD-10
Metric: F1 Macro (higher is better)
Metric: F1 Macro (higher is better)
| # | Model↕ | F1 Macro▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 21.1 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 2 | MultiResCNN | 21.1 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 3 | LAAT | 20.3 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 4 | CAML | 16 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 5 | Bi-GRU | 10.6 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | CNN | 8 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |