Multi-Label Classification on MIMIC-IV ICD-10
Metric: F1 Micro (higher is better)
Metric: F1 Micro (higher is better)
| # | Model↕ | F1 Micro▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 58.5 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 2 | LAAT | 57.9 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 3 | MultiResCNN | 56.9 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 4 | CAML | 55.4 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 5 | Bi-GRU | 50.1 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | CNN | 47.2 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |