Published on in Vol 3, No 1 (2015): Jan-Mar

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

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:

  • Ilias Tagkopoulos, PhD
  • Department of Computer Science and Genome Center
  • University of California, Davis
  • One Shields Ave
  • Davis, CA, CA 95616
  • United States
  • Phone: 1 5307527707
  • Fax: 1 5307526747
  • Email: iliast@ucdavis.edu