Outlier-based detection of unusual patient-management actions: An ICU study.

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Published in J Biomed Inform on October 05, 2016

Authors

Milos Hauskrecht1, Iyad Batal2, Charmgil Hong3, Quang Nguyen4, Gregory F Cooper5, Shyam Visweswaran5, Gilles Clermont6

Author Affiliations

1: Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA; The Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA. Electronic address: milos@pitt.edu.
2: Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA; Yahoo Research, San Francisco, CA, USA.
3: Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA.
4: Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA; Siemens Research, Princeton, NJ, USA.
5: The Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA.
6: CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.

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