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, US

2 Department of Internal Medicine , University of California, Davis, Davis, CA, US

3 Northern California Veterans Administration Health Care System , Mather, CA, US

Corresponding Author:

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