AI RESEARCH

AI-Assisted Competency Assessment from Egocentric Video in Simulation-Based Nursing Education

arXiv CS.CV

ArXi:2605.20233v1 Announce Type: new Assessing learner competency in clinical simulation requires expert observation that is time-intensive, difficult to scale, and subject to inter-rater variability. Vision-language models have emerged as a promising tool for understanding complex visual behavior.