Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Yu-Wei Lin; Yuqian Zhou; Faraz Faghri; Michael J. Shaw; Roy H. Campbell

doi:10.1371/journal.pone.0218942

Open Access

Peer-reviewed

Research Article

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Yu-Wei Lin ,

Contributed equally to this work with: Yu-Wei Lin, Yuqian Zhou

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft

Affiliation Department of Business Administration, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
⨯
Yuqian Zhou ,

Contributed equally to this work with: Yu-Wei Lin, Yuqian Zhou

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – review & editing

Affiliation Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
⨯
Faraz Faghri ,

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

* E-mail: faghri2@illinois.edu

Affiliations Department of Computer Science, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, United States of America

http://orcid.org/0000-0001-5744-8728

⨯
Michael J. Shaw,

Roles Writing – review & editing

Affiliation Department of Business Administration, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
⨯
Roy H. Campbell

Roles Conceptualization, Writing – review & editing

Affiliation Department of Computer Science, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
⨯

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Yu-Wei Lin, …
Yuqian Zhou,
Faraz Faghri,
Michael J. Shaw,
Roy H. Campbell

Published: July 8, 2019
https://doi.org/10.1371/journal.pone.0218942
See the preprint

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