Horses to zebras: Ontology-guided data augmentation and synthesis for ICD-9 coding

<p>Medical document coding is the process of assigning labels from a structured label space (ontology &ndash; e.g., ICD-9) to medical documents. This process is laborious, costly, and errorprone. In recent years, efforts have been made to automate this process with neural models. The label...

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Autori principali: Falis, M, Dong, H, Birch, A, Alex, B
Natura: Conference item
Lingua:English
Pubblicazione: Association for Computational Linguistics 2022