Discriminative and Distinct Phenotyping by Constrained Tensor Factorization

Abstract Adoption of Electronic Health Record (EHR) systems has led to collection of massive healthcare data, which creates oppor- tunities and challenges to study them. Computational phenotyping offers a promising way to convert the sparse and complex data into meaningful concepts that are interpre...

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Bibliographic Details
Main Authors: Yejin Kim, Robert El-Kareh, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang
Format: Article
Language:English
Published: Nature Portfolio 2017-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-01139-y