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SotA/Methodology/Multi-Label Classification/MIMIC-IV ICD-9

Multi-Label Classification on MIMIC-IV ICD-9

Metric: R-Prec (higher is better)

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#Model↕R-Prec▼AugmentationsPaperDate↕Code
1PLM-ICD62.7NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2LAAT61.7NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3MultiResCNN60.4NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4CAML58.5NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5Bi-GRU55.8NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN52.9NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code