Pranshu Danani

TWiST: Temporal Weakly-Supervised Triplets Recognition in Surgical Videos (Student Abstract)

Deep learning is increasingly applied to intraoperative and surgical video analysis to enable real-time workflow recognition, and decision support for improved surgical precision. A key direction is modeling surgical activity as triplets of instrument, action, and target, which provide a richer repr