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

Multi-Label Classification on MIMIC-IV ICD-9

Metric: Precision@8 (higher is better)

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#Model↕Precision@8▼AugmentationsPaperDate↕Code
1PLM-ICD70NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2LAAT68.9NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3MultiResCNN67.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4CAML66.3NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5Bi-GRU64.1NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN61.3NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code