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

Multi-Label Classification on MIMIC-IV ICD-10

Metric: AUC Micro (higher is better)

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#Model↕AUC Micro▼AugmentationsPaperDate↕Code
1PLM-ICD99.2NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2LAAT99NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3MultiResCNN99NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4CAML98.5NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5Bi-GRU98.3NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN97.5NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code