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SotA/Medical/Medical Code Prediction/MIMIC-IV ICD-10

Medical Code Prediction on MIMIC-IV ICD-10

Metric: F1 Micro (higher is better)

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#Model↕F1 Micro▼Extra DataPaperDate↕Code
1PLM-ICD58.5NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2LAAT57.9NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3MultiResCNN56.9NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4CAML55.4NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5Bi-GRU50.1NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN47.2NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code