33 Algorithms for Surgical Video Analysis Computer Vision News Pose Estimation – Pose estimation and Mask R-CNN allow to estimate the position and orientation of instruments or anatomical structures within the surgical field, allowing for analysis of surgical technique and instrument placement. Segmentation – Asher says that UNet, Mask R-CNN, FCN separate objects or instruments within the surgical field from the surrounding environment, allowing for more precise analysis of their movements and interactions. Activity Recognition – It is Asher’s opinion that Transformers and 3D CNN enable to identify and classify specific surgical actions or tasks performed within the surgical field, allowing for analysis of surgical workflow and technique. RSIP Vision’s AI experts and engineers have both the knowledge and the experience to respond to your specific needs in Video Analysis of surgeries and all medical procedures with AI.
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