3 papers
cs.CV2026
An AI Framework for Microanastomosis Motion Assessment
Yan Meng, Eduardo J. Torres-RodrÃguez, Marcelle Altshuler +5
Proficiency in microanastomosis is a fundamental competency across multiple microsurgical disciplines. These procedures demand exceptional precision and refined technical skills, m…
cs.CV2025
AI-Driven Evaluation of Surgical Skill via Action Recognition
Yan Meng, Daniel A. Donoho, Marcelle Altshuler +1
The development of effective training and evaluation strategies is critical. Conventional methods for assessing surgical proficiency typically rely on expert supervision, either th…
cs.CV2025
Kinematic-Based Assessment of Surgical Actions in Microanastomosis
Yan Meng, Daniel Donoho, Marcelle Altshuler +1
Proficiency in microanastomosis is a critical surgical skill in neurosurgery, where the ability to precisely manipulate fine instruments is crucial to successful outcomes. These pr…