An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback. - Yunzhe Xue; Andrew Hu; Rohit Muralidhar; Justin W. Ady; Advaith Bongu; Usman Roshan (BIBM, 2023)

A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. - Yunzhe Xue; Olanrewaju Eletta; Justin W. Ady; Nell M. Patel; Advaith Bongu; Usman Roshan (ICHI, 2023)