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

Medical Code Prediction on MIMIC-IV ICD-9

Metric: F1 Macro (higher is better)

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#Model↕F1 Macro▼Extra DataPaperDate↕Code
1PLM-ICD29.8NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2MultiResCNN27.7NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3LAAT26.4NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4CAML19.3NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5Bi-GRU16.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN12.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code