Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance

Lianhao Yin, Ozanan Meireles, Guy Rosman +1

Real-time video understanding is critical to guide procedures in minimally invasive surgery (MIS). However, supervised learning approaches require large, annotated datasets that ar…