Temporal Segmentation of Surgical Sub-tasks through Deep Learning with Multiple Data Sources

Yidan Qin, Sahba Aghajani Pedram, Seyedshams Feyzabadi +4

Many tasks in robot-assisted surgeries (RAS) can be represented by finite-state machines (FSMs), where each state represents either an action (such as picking up a needle) or an ob…