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Image-based laparoscopic tool detection and tracking using convolutional neural networks: a review of the literature

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Intraoperative detection and tracking of minimally invasive instruments is a prerequisite for computer- and robotic-assisted surgery. Since additional hardware, such as tracking systems or the robot encoders, are cumbersome and lack accuracy, surgical vision i... ...