Machine Learning for Medical Coding in Healthcare Surveys.

Christine A Lucas,Emily Hadley,Robert Chew, Jason Nance,Peter Baumgartner,Rita Thissen,David M Plotner, Christine Carr,Aerian Tatum

Vital and health statistics. Ser. 1, Programs and collection procedures(2021)

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摘要
Objectives Medical coding, or the translation of healthcare information into numeric codes, is expensive and time intensive. This exploratory study evaluates the use of machine learning classifiers to perform automated medical coding for large statistical healthcare surveys.
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