Training skillful and competent surgeons is critical to ensure high quality of care and to
minimize disparities in access to effective care. Traditional models to train surgeons are …

Background Technology-enhanced teaching and learning, including Artificial Intelligence
(AI) applications, has started to evolve in surgical education. Hence, the purpose of this …

Purpose: This study sought to review the characteristics, strengths, weaknesses variants,
applications areas and data types applied on the various Dimension Reduction techniques …

This paper presents a method for assessing skill from video, applicable to a variety of tasks,
ranging from surgery to drawing and rolling pizza dough. We formulate the problem as …

Purpose Basic surgical skills of suturing and knot tying are an essential part of medical
training. Having an automated system for surgical skills assessment could help save experts …

Recent advances in computer vision have made it possible to automatically assess from
videos the manipulation skills of humans in performing a task, which breeds many important …

Objectives This article presents a quantitative technique to assess motion quality and
smoothness during the performance of micromanipulation tasks common to surgical …

Purpose Routine evaluation of basic surgical skills in medical schools requires considerable
time and effort from supervising faculty. For each surgical trainee, a supervisor has to …

Fine-grained medical action analysis plays a vital role in improving medical skill training
efficiency but it faces the problems of data and algorithm shortage. Cardiopulmonary …

Evaluation of surgical skills during minimally invasive surgeries is needed when recruiting
new surgeons. Although surgeons' differentiation by skill level is highly complex …