Adding ICD-9 data to ICD-10 training boosts micro F1 by 27% on 18K rare codes and improves macro metrics on frequent codes in a label-wise attention model.
ICD -11: an international classification of diseases for the twenty-first century
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Bridging the Version Gap: Multi-version Training Improves ICD Code Prediction, Especially for Rare Codes
Adding ICD-9 data to ICD-10 training boosts micro F1 by 27% on 18K rare codes and improves macro metrics on frequent codes in a label-wise attention model.