SurgPhase: Time efficient pituitary tumor surgery phase recognition via an interactive web platform

ArXi:2603.24897v1 Announce Type: new Accurate surgical phase recognition is essential for analyzing procedural workflows, ing intraoperative decision-making, and enabling data-driven improvements in surgical education and performance evaluation. In this work, we present a comprehensive framework for phase recognition in pituitary tumor surgery (PTS) videos, combining self-supervised representation learning, robust temporal modeling, and scalable data annotation strategies.