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The Dependence of Machine Learning on Electronic Medical Record Quality

There is growing interest in applying machine learning methods to Electronic Medical Records (EMR). Across different institutions, however, EMR quality can vary widely. This work investigated the impact of this disparity on the performance of three advanced machine learning algorithms: logistic regr...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Ho, Long V., Ledbetter, David, Aczon, Melissa, Wetzel, Randall
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5977633/
https://ncbi.nlm.nih.gov/pubmed/29854155
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