Machine Learning Clinical Decision Support

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Machine Learning Complicates FDA Clinical Decision Support ...

    https://healthitanalytics.com/news/machine-learning-complicates-fda-clinical-decision-support-guidance
    Machine Learning Complicates FDA Clinical Decision Support Guidance The FDA draft guidance on clinical decision support tools does not adequately account for …

How Machine Learning Can Support Clinical Decision-Making ...

    https://healthtechmagazine.net/article/2017/04/how-machine-learning-can-support-clinical-decision-making-and-leave-doctor-control
    While software based on machine learning does a miserable job of explaining the clinical logic it follows, machine learning excels at communicating its confidence level in reaching a particular recommendation. And that’s quite valuable. That information helps the user decide how much deference the user should give a particular recommendation.

Applying machine learning for clinical decision support ...

    https://vector.childrenshospital.org/2017/04/machine-learning-clinical-decision-support/
    Apr 28, 2017 · In the future, the team envisions incorporating machine learning algorithms to provide additional, automated support. Looking to the future. Innovators throughout Boston Children’s Hospital are looking to develop clinical decision support platforms. To encourage them, IDHA has launched a Clinical Decision Support Innovation Challenge. Winners ...

Transparency is Key for Clinical Decision Support, Machine ...

    https://healthitanalytics.com/news/transparency-is-key-for-clinical-decision-support-machine-learning-vendors
    Transparency is Key for Clinical Decision Support, Machine Learning Tools Clinical decision support and machine learning vendors should prioritize transparency of the data, methodologies, and algorithms underpinning the recommendations of their tools.

Sharpening clinical decision support with machine learning ...

    https://www.allscripts.com/2018/08/sharpening-clinical-decision-support-with-machine-learning/
    There are countless applications for these technologies within medicine, but one of the most exciting areas is how machine learning can transform clinical decision support from systems laden with meaningless alerts to intelligent workflows and precision best practices driven by relevant patient history.

Big Data and Machine Learning in Health Care Clinical ...

    https://jamanetwork.com/journals/jama/fullarticle/2675024
    Apr 03, 2018 · Machine learning is not a magic device that can spin data into gold, though many news releases would imply that it can. Instead, it is a natural extension to traditional statistical approaches. Machine learning is a valuable and increasingly necessary tool for the modern health care system.Cited by: 208



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