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SotA/Methodology/Multi-Label Classification/MIMIC-IV ICD-10

Multi-Label Classification on MIMIC-IV ICD-10

Metric: AUC Macro (higher is better)

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#Model↕AUC Macro▼AugmentationsPaperDate↕Code
1PLM-ICD96.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2LAAT95.4NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3MultiResCNN94.5NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4Bi-GRU92.4NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5CAML91.1NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN87.9NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code