From Data to Optimal Decision Making: A Data-Driven, Probabilistic Machine Learning Approach to Decision Support for Patients With Sepsis
From Data to Optimal Decision Making: A Data-Driven, Probabilistic Machine Learning Approach to Decision Support for Patients With Sepsis
Athanasios Tsoukalas
1
, PhD ;
Timothy Albertson
2, 3
, MD,PhD,MPH ;
Ilias Tagkopoulos
1
, PhD
1
Department of Computer Science and Genome Center, University of California, Davis, Davis, CA, United States
2
Department of Internal Medicine, University of California, Davis, Davis, CA, United States
3
Northern California Veterans Administration Health Care System, Mather, CA, United States
Corresponding Author:
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Ilias Tagkopoulos, PhD
-
Department of Computer Science and Genome Center
-
University of California, Davis
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One Shields Ave
-
Davis, CA, CA 95616
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United States
-
Phone:
1 5307527707
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Fax: 1 5307526747
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Email: iliast@ucdavis.edu