OpenCodePapers

medical-code-prediction-on-mimic-iv-icd10

Multi-Label ClassificationMedical Code Prediction
Results over time
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Leaderboard
PaperCodeF1 (micro)F1 (macro)AUC (Micro)AUC (Macro)Precision@5ModelNameReleaseDate
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification✓ Link74.1569.0195.6193.6065.16MSMN2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification✓ Link73.2770.31 95.6993.3764.57PLM-ICD2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification✓ Link72.8568.4195.5793.3964.49Joint LAAT2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification✓ Link72.5668.1595.4993.2164.39LAAT2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification✓ Link67.5664.3093.1891.0559.58CAML2023-04-27