Antonio Hendricks

Exploring the Limitations and Implications of the JIGSAWS Dataset for Robot-Assisted Surgery

The JHU-ISI Gesture and Skill Assessment Working Set (JIGSAWS) dataset has proven to be a foundational component of modern work on the skill analysis of robotic surgeons. In particular, methods using either the system's kinematics or video data have shown to be able to classify operators into distin