Nicolas Padoy

Performance leakage in federated surgical AI can exceed 80%, but GEN-Guard effectively corrects these failures, enhancing model robustness across institutions.

Gaze-following in the operating room isn't just about watching eyes; it's a surprisingly effective lens for understanding clinical roles, surgical phases, and team communication, boosting performance by over 30% in some cases.

Surgical VQA gets a major upgrade: SurgTEMP's hierarchical visual memory and competency-based training leapfrog existing models in understanding complex, time-sensitive surgical procedures.