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• W2000658385 abstract "Background: A 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 to efficiently extract informed decision support is limited due to the complexity of the clinical states and decision process, missing data and lack of analytical tools to advice based on statistical relationships." @default.
• W2000658385 created "2016-06-24" @default.
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• W2000658385 date "2015-02-24" @default.
• W2000658385 modified "2023-09-24" @default.
• W2000658385 title "From Data to Optimal Decision Making: A Data-Driven, Probabilistic Machine Learning Approach to Decision Support for Patients With Sepsis" @default.
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• W2000658385 doi "https://doi.org/10.2196/medinform.3445" @default.
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