METHODS FOR IMPROVED OPERATIVE SURGICAL REPORT GENERATION USING MACHINE LEARNING AND DEVICES THEREOF

    公开(公告)号:WO2021119595A1

    公开(公告)日:2021-06-17

    申请号:PCT/US2020/064874

    申请日:2020-12-14

    Abstract: Methods, non-transitory computer readable media, and surgical video analysis devices are disclosed that provide an improved, automated surgical report generation. With this technology, a video associated with a surgical procedure comprising a plurality of frames is obtained. The plurality of frames of the obtained video are compared to a historical set of surgical procedure images, wherein the historical set of surgical procedure images are associated with contextual information. One or more objects of interest are identified in at least a subset of the plurality of frames based on the comparison and the associated contextual information. The identified one or more objects of interest are tracked across the at least the subset of the plurality of frames. A surgical report based on tracked one or more objects.

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