1 citations · 1 across the 7 of their papers we have counts for
7 papers
An Integrated Video-AI Platform for Action-Level Microanastomosis Training and Performance Feedback
Yan Meng, Daniel A. Donoho
Developing microanastomosis skill requires repeated practice with timely, action-specific feedback, yet expert review of lengthy microscope videos does not scale to frequent or dis…
Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics
Open-H-Embodiment Consortium, :, Nigel Nelson +213
Autonomous medical robots hold promise to improve patient outcomes, reduce provider workload, democratize access to care, and enable superhuman precision. However, autonomous medic…
SurgPhase: Time efficient pituitary tumor surgery phase recognition via an interactive web platform
Yan Meng, Jack Cook, X. Y. Han +12
Accurate surgical phase recognition is essential for analyzing procedural workflows, supporting intraoperative decision-making, and enabling data-driven improvements in surgical ed…
A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and Scaling
Kirill Skobelev, Eric Fithian, Yegor Baranovski +9
Recent Artificial Intelligence (AI) models have matched or exceeded human experts in several benchmarks of biomedical task performance, but surgical benchmarks in particular are of…
An AI Framework for Microanastomosis Motion Assessment
Yan Meng, Eduardo J. Torres-Rodríguez, Marcelle Altshuler +5
Proficiency in microanastomosis is a fundamental competency across multiple microsurgical disciplines. These procedures demand exceptional precision and refined technical skills, m…
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…
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…