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

BackgroundA tantalizing question in medical informatics is how to construct knowledge from heterogeneous datasets, and as an extension, inform clinical decisions. The emergence of large-scale data integration in electronic health records (EHR) presents tremendous opportunities. However, our ability...

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Bibliographic Details
Main Authors: Tsoukalas, Athanasios, Albertson, Timothy, Tagkopoulos, Ilias
Format: Article
Language:English
Published: JMIR Publications 2015-02-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2015/1/e11/

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http://medinform.jmir.org/2015/1/e11/

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