Temporal coherence-based self-supervised learning for laparoscopic workflow analysis Paper • 1806.06811 • Published Jun 18, 2018
A benchmark for video-based laparoscopic skill analysis and assessment Paper • 2602.09927 • Published Feb 10
Video-based surgical skill assessment using 3D convolutional neural networks Paper • 1903.02306 • Published Sep 4, 2019
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video Paper • 1907.11454 • Published Jul 26, 2019
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation Paper • 1907.02882 • Published Jul 5, 2019