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,…