Machine Learning for Medical Coding in Healthcare Surveys.
Journal:
Vital and health statistics. Ser. 1, Programs and collection procedures
Published Date:
Oct 1, 2021
Abstract
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.