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

Medical Code Prediction on MIMIC-IV ICD-9

Metric: Exact Match Ratio (higher is better)

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#Model↕Exact Match Ratio▼Extra DataPaperDate↕Code
1PLM-ICD1NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
2LAAT0.9NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
3MultiResCNN0.8NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
4Bi-GRU0.7NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
5CAML0.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code
6CNN0.6NoAutomated Medical Coding on MIMIC-III and MIMIC-...2023-04-21Code