Deep Learning-Based Recognition of Hand Anatomical Structures and Traumatic Lesions in Surgical Images: A Proof-of-Concept Study.
BACKGROUND Computer vision in surgery remains limited by the complexity of anatomical environments and the scarcity of annotated datasets, particularly in hand surgery. Semantic segmentation could enable precise recognition of fine anatomical structures and lesions directly from surgical images. METHODS A dataset of...