Machine learning oriented surgical video analysis system

摘要

Various embodiments of a surgical video analysis system for segmenting and tagging surgical video of a given surgical procedure into shorter video segments and labeling / tagging these video segments in numerous categories of machine learning descriptors are described herein.In one aspect,The process for processing surgical video recorded during surgery performed in surgical procedures isReceiving a set of various surgical videos associated with surgical proceduresSet the default phase of surgical treatmentTo receive a set of machine learning descriptors identified for each default phase in the set of default phases andFor each received surgical videoSegmented surgical video into a set of video segments based on the set of default phasesFor each segment of a surgical video in a given default phaseVideo segmentIncluding annotating a set of corresponding machine learning descriptors in a given default phase.Diagram