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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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Publicat a:AMIA Annu Symp Proc
Autors principals: Ho, Long V., Ledbetter, David, Aczon, Melissa, Wetzel, Randall
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5977633/
https://ncbi.nlm.nih.gov/pubmed/29854155
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