Scalable and accurate deep learning with electronic health records

    Alvin Rajkomar
    Alvin Rajkomar
    Alvin Rajkomar
    Alvin Rajkomar
    Eyal Oren
    Eyal Oren
    Andrew M. Dai
    Andrew M. Dai
    Nissan Hajaj
    Nissan Hajaj
    Michaela Hardt
    Michaela Hardt
    Xiaobing Liu
    Xiaobing Liu
    Jake Marcus
    Jake Marcus
    Mimi Sun
    Mimi Sun
    Patrik Sundberg
    Patrik Sundberg

    NPJ digital medicine, pp. 182018.

    Cited by: 55|Bibtex|Views45|Links
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    Keywords:
    Machine learningMedical research

    Abstract:

    Predictive modeling with electronic health record (EHR) data is anticipated to drive personalized medicine and improve healthcare quality. Constructing predictive statistical models typically requires extraction of curated predictor variables from normalized EHR data, a labor-intensive process that discards the vast majority of informatio...More

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