Latent Patient Cluster Discovery for Robust Future Forecasting and New-Patient Generalization.

Commonly referred to as predictive modeling, the use of machine learning and statistical methods to improve healthcare outcomes has recently gained traction in biomedical informatics research. Given the vast opportunities enabled by large Electronic Health Records (EHR) data and powerful resources f...

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Bibliographic Details
Main Authors: Ting Qian, Aaron J Masino
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5026362?pdf=render