Open AccessStandard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care–Associated Infection
Author(s) -
Amber C Kiser,
Karen Eilbeck,
Jeffrey P. Ferraro,
David E. Skarda,
Matthew H. Samore,
Brian T. Bucher
Publication year - 2022
Publication title -
jmir medical informatics
Language(s) - English
Resource type - Journals
ISSN - 2291-9694
DOI - 10.2196/39057
Subject(s) - health records , electronic health record , health care , retrospective cohort study , transferability , computer science , health data , medicine , cohort , artificial intelligence , data science , machine learning , surgery , economics , economic growth , logit