… in eye surgery. In endoscopic surgery, the research activity is more diverse: gesture/task …
It is believed that after systematic validation, research outcomes from the aforementioned …

… by the surgical gesture (as a … surgeons; (2) the pre-operative building of each new patient
model (with a new morphology) should, here again, be fast enough to be used by surgeons…

… of surgery worldwide. Artificial intelligence (AI) has the potential to optimize surgical practice
and improve patient outcomes… of open surgical videos to date: 1997 videos from 23 surgical …

… group performance of that gesture, which then generates a … of surgeons to execute each
individual gesture accurately and … to pediatric surgeons have mostly described better outcomes …

… strategy for objectively gauging a surgeon’s dexterity, … surgery simulation. This work intends
to make up for this shortcoming and to perform a data analysis of the surgeon’s entire gesture…

… during surgical training. Prior work has focused almost exclusively on recognizing gestures,
… is associated with better patient outcomes [5, 38] and at the core of surgical education is the …

… Abstract—Automatic surgical gesture recognition has the potential to revolutionize the field
of surgery by enhancing patient care, surgical training, and our understanding of surgical …

… , which determine patient outcome. There is an … surgical action and skills assessment [24],
surgical gestures and maneuvers [25], segmentation of surgical gestures [26], and surgical …

… already confirmed that surgeon performance directly impacts patient outcomes. Poor quality
surgical care not … These gestures served as fundamental building blocks to more complex …

… patient outcomes, it is therefore necessary to train surgeons’ … providing objective feedback
on their surgical skills. … served as the surgical gesture used as a proxy for surgical skill. A total …