A TOOL FOR SELECTING RELEVANT FEATURES IN PRECISION DIAGNOSTICS

    公开(公告)号:US20230042330A1

    公开(公告)日:2023-02-09

    申请号:US17791880

    申请日:2021-01-12

    申请人: PRENOSIS, INC.

    IPC分类号: G16H50/50

    摘要: A method for ranking an unmeasured feature for an instance given at least one feature is measured is provided. The method includes imputing a first value to the unmeasured feature in the instance while holding the other remaining unmeasured features constant and evaluating a first outcome with a model using the first value in the instance. The method includes imputing a second value to the unmeasured feature in the dataset while holding the other remaining unmeasured features constant, evaluating a second outcome with the model using the second value in the instance, and determining a statistical parameter with the first outcome and the second outcome. The method also includes assigning the unmeasured feature a ranking corresponding to the determined statistical parameter. A system and a non-transitory, computer readable medium storing instructions to perform the above method are also presented.