CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding

Yihang Cheng, Veronica Liesaputra, Andrew Trotman

Automatic medical coding assigns ICD codes to clinical notes, but it remains challenging due to long documents, imbalanced label distributions, and diverse terms. These challenges…