Oct 1, 2023 · An accurate estimation of a surgical procedure's time to completion (ETC) is a valuable capability that has significant impact on operating room efficiency.
This paper aims to predict estimated time to surgical procedure completion, i.e., predicting the remaining surgery duration based on video data. This is an ...
Oct 8, 2023 · An accurate estimation of a surgical procedure's time to completion (ETC) is a valuable capability that has significant impact on operating room efficiency.
The analysis was performed on a large-scale dataset of approximately 4,000 surgical videos including three surgical procedures: Cholecystectomy, Appendectomy, ...
Estimated Time to Surgical Procedure Completion: An Exploration of Video Analysis Methods. B. Ariel, Y. Colbeci, J. Ferman, D. Asselmann, and O. Bar.
Official code for models and loss functions described in the paper: Estimated time to surgical procedure completion: An exploration of video analysis ...
The aim of this study is to develop a prediction system that estimates in real-time the remaining duration of a surgical procedure. The prediction system was ...
Video analysis thus appears to be a feasible way to evaluate surgical technique. In conjunction with assessments of surgical skill, video-based assessments ...
• Estimated time to surgical procedure completion: An exploration of video analysis methods. • Estimation of 3T MR images from 1.5T images regularized with ...
Jul 31, 2024 · This study suggests the feasibility of applying deep learning methods to analyze surgical videos and assess an OR team's nontechnical skills.