Decomposing Error and Style in Automated Clinical Coding
In automated clinical coding, where the label space spans tens of thousands of diagnosis and procedure codes, models are currently evaluated against a single gold annotation, treating any deviation as error. But we find when two teams code the same 110 ACI-Bench encounters, they agree on only 73% of codes (Jaccard simi...
Han-Chin Shing, Jack Moriarty, Ryan Ware et al.
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