Machine Learning Decision Support System

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What is the difference between Decision Support System and ...

    https://cs.stackexchange.com/questions/13871/what-is-the-difference-between-decision-support-system-and-machine-learning
    I have started reading about Decision Support Systems which according to wikipedia is "a computer-based information system that supports business or organizational decision-making activities". I have seen papers suggesting intelligent decision support systems, does that means a DSS necessarily utilizes Machine Learning ?

Medical decision support systems based on machine learning

    http://ir.uiowa.edu/cgi/viewcontent.cgi?article=1469&context=etd
    MEDICAL DECISION SUPPORT SYSTEMS BASED ON MACHINE LEARNING METHODS by Chih-Lin Chi An Abstract Of a thesis submitted in partial ful llment of …

Benefits and Risks of Machine Learning Decision Support ...

    https://jamanetwork.com/journals/jama/fullarticle/2666494
    Dec 19, 2017 · To the Editor Machine learning decision support systems (ML-DSS) have been touted as a key driver of major changes in the way medicine is practiced.1 Although most articles describe the benefits of incorporating these techniques, Dr Cabitza and …Cited by: 3

Machine learning based decision support systems (DSS) for ...

    https://link.springer.com/article/10.1007/s10462-017-9552-8
    Mar 25, 2017 · The current review contributes with an extensive overview of decision support systems in diagnosing heart diseases in clinical settings. The investigators independently screened and abstracted studies related to heart diseases-based clinical decision support system (DSS) published until 8-June-2015 in PubMed, CINAHL and Cochrane Library.Cited by: 10

From vital signs to clinical outcomes for patients with ...

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3932455/
    Aug 19, 2013 · To develop a decision support system to identify patients at high risk for hyperlactatemia based upon routinely measured vital signs and laboratory studies.Electronic health records of 741 adult patients at the University of California Davis Health System ...Cited by: 95

From vital signs to clinical outcomes for patients with ...

    https://www.ncbi.nlm.nih.gov/pubmed/23959843
    From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system. Gultepe E(1), Green JP, Nguyen H, Adams J, Albertson T, Tagkopoulos I. Author information: (1)Department of Biomedical Engineering, …Cited by: 95



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