UNCERTAINTY-BASED REPRIORITIZATION OF MEDICAL IMAGES BASE UPON CRITICAL FINDINGS

    公开(公告)号:EP3859743A1

    公开(公告)日:2021-08-04

    申请号:EP20154094.5

    申请日:2020-01-28

    IPC分类号: G16H30/20 G16H50/20

    摘要: A system and method for prioritizing a set of medical images to be evaluated using a machine learning model, including: training the machine learning model using a training data set, wherein the machine learning model receives input medical images and outputs a medical condition shown in the input medical images; running the trained machine learning model on the set of medical images to be evaluated to produce a medical condition output for each of the set of medical images; calculating a likelihood score for each medical condition outputs based upon a determined statistical parameters for the different outputs of the machine learning model; and determining the order of the set of input images to be evaluated based upon the calculated likelihood score and a severity of the medical condition outputs.

    GUIDED REVIEWS OF PRIOR EXAMS AND REPORTS
    44.
    发明公开

    公开(公告)号:EP3817006A1

    公开(公告)日:2021-05-05

    申请号:EP19206904.5

    申请日:2019-11-04

    IPC分类号: G16H50/70 G06T7/00 G16H10/60

    摘要: A system for reviewing a prior medical image and a related prior medical report, including: a plurality of measurement tools configured to: receive an input medical image and information regarding a medical finding; analyze the input medical image to determine a measurement relating to the medical finding; and output the measurement relating to the medical finding; a report analyzer configured to: receive the prior medical report; analyze the prior medical report to extract first information regarding a first medical finding described in the medical report; select a first measurement tool of the plurality of measurement tools to analyze the prior medical image based upon the first extracted information; and output the first extracted information to the first measurement tool, wherein the first measurement tool analyzes the prior medical image to produce a first updated measurement of the first medical finding and the first measurement tool analyzes a new medical image associated with the prior medical image to produce a new first measurement of the first medical finding; a report generator configured to receive the new first measurement and to produce a new report based upon the new first measurement.