Surgical Step Recognition

Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery

root December 19, 2023 0

This study introduces a dataset of 140 surgical videos (MultiBypass140) of laparoscopic Roux-en-Y gastric bypass surgeries from two medical centers. The dataset has been fully annotated with phases and steps…

Computer Vision and Pattern Recognition Machine Learning

GLSFormer: Gated – Long, Short Sequence Transformer for Step Recognition in Surgical Videos

root July 22, 2023 0

The GLSFormer is a transformer-based model for automated surgical step recognition. It seeks to address limitations of current state-of-the-art methods which either model spatial and temporal information separately or focus…

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Surgical Step Recognition

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