Method for arthroscopic surgery video segmentation and apparatus therefor

Methods, non-transitory computer-readable media, and arthroscopic video segmentation devices and systems are disclosed that facilitate improved automatic segmentation analysis of video of an arthroscopic procedure. With this technique, a video feed for an arthroscopic procedure may be automatically segmented using a machine learning model, and one or more tags related to the segments may be associated with the video feed. The generated video may be output in real-time to provide segmented information relating to the surgical procedure, or may be saved with one or more segments marked for playback for training or information purposes. 公开了有利于改进对关节镜程序的视频的自动分割分析的方法、非瞬态计算机可读介质和关节镜视频分割设备和系统。利用该技术，可以使用机器学习模型来自动分割关节镜手术的视频馈送，并且与分段有关的一个或多个标签可以与视频馈送相关联。所生成的视频可被实时输出以提供与手术程序有关的分割的信息，或者可以与被标记以用于回放的一个或多个分段一起保存以用于训练或信息目的。