arXiv research

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1 result for “undercoding”

Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Datasetcs.LG

Study re-evaluates MIMIC-III codes, finding many are under-coded.

problem Validity of MIMIC-III clinical codes is questionable.

method Open-source, reproducible methodology for assessing codes.

result Most frequently assigned codes are under-coded up to 35%

MIMIC-III clinical coding undercoding reproducible research

2020-06-12abs ↗pdf ↗