Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration

26 Feb 2020Dominik RivoirSebastian BodenstedtFelix von BechtolsheimMarius DistlerJürgen WeitzStefanie Speidel

Estimating the remaining surgery duration (RSD) during surgical procedures can be useful for OR planning and anesthesia dose estimation. With the recent success of deep learning-based methods in computer vision, several neural network approaches have been proposed for fully automatic RSD prediction based solely on visual data from the endoscopic camera... (read more)

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