Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision

David Z. Li, Masaru Ishii, Russell H. Taylor +2

In this work, we explore whether it is possible to learn representations of endoscopic video frames to perform tasks such as identifying surgical tool presence without supervision.…