Multi-Label Classification on MIMIC-IV ICD-9
Metric: mAP (higher is better)
Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 68 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 2 | LAAT | 66.3 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 3 | MultiResCNN | 64.7 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 4 | CAML | 62.4 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 5 | Bi-GRU | 58.9 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | CNN | 55.2 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |