MDACE: MIMIC Documents Annotated with Code Evidence

Hua Cheng, Rana Jafari, April Russell +4

We introduce a dataset for evidence/rationale extraction on an extreme multi-label classification task over long medical documents. One such task is Computer-Assisted Coding (CAC)…