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SotA/Medical/Medical Code Prediction/MIMIC-IV ICD-9

Medical Code Prediction on MIMIC-IV ICD-9

Metric: F1 Micro (higher is better)

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#Model↕F1 Micro▼Extra DataPaperDate↕Code
1PLM-ICD62.6NoAutomated 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
4CAML58.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5Bi-GRU55.5NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN52.4NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code