SAF-IS: A spatial annotation free framework for instance segmentation of surgical tools.
Medical Image Anal., 2025
Dissecting self-supervised learning methods for surgical computer vision.
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,
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,
,
,
,
,
,
,
,
Medical Image Anal., August, 2023
FUN-SIS: A Fully UNsupervised approach for Surgical Instrument Segmentation.
Medical Image Anal., April, 2023
Computer vision in surgery: from potential to clinical value.
,
,
,
,
,
,
,
,
,
,
,
,
npj Digit. Medicine, 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision.
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2022
A Kinematic Bottleneck Approach for Pose Regression of Flexible Surgical Instruments Directly From Images.
IEEE Robotics Autom. Lett., 2021
GA3C Reinforcement Learning for Surgical Steerable Catheter Path Planning.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020