Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation

Yuning Zhou, Henry Badgery, Matthew Read +2

Labeling has always been expensive in the medical context, which has hindered related deep learning application. Our work introduces active learning in surgical video frame selecti…