Quantification of motion during microvascular anastomosis simulation using machine learning hand detection

NI Gonzalez-Romo, S Hanalioglu… - Neurosurgical …, 2023 - thejns.org
OBJECTIVE Microanastomosis is one of the most technically demanding and important
microsurgical skills for a neurosurgeon. A hand motion detector based on machine learning …

[HTML][HTML] Tracking 3D motion of instruments in microsurgery: A comparative study of stereoscopic marker-based vs. deep learning method for objective analysis of …

IT Franco-González, N Lappalainen… - Informatics in Medicine …, 2024 - Elsevier
Background: In microsurgery, integrating motor and visual information is crucial for
achieving precise bimanual maneuvers. Computer vision serves as a useful tool for …

[PDF][PDF] The Impact of Early Exposure to Microsurgery Training on Undergraduates, A Pilot Course

M Fulton, TD D'Andrea, ZH Nkana, S Jung… - … : official publication of …, 2024 - wmjonline.org
Introduction: This case study aimed to investigate a disparity in the medical education
pipeline by investigating the impact of fundamental microsurgical training on interest and …