2 papers
cs.CL2025
Explainable ICD Coding via Entity Linking
Leonor Barreiros, Isabel Coutinho, Gonçalo M. Correia +1
Clinical coding is a critical task in healthcare, although traditional methods for automating clinical coding may not provide sufficient explicit evidence for coders in production…
cs.CL2024
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings
Gonçalo Gomes, Isabel Coutinho, Bruno Martins
Although the International Classification of Diseases (ICD) has been adopted worldwide, manually assigning ICD codes to clinical text is time-consuming, error-prone, and expensive,…