Learning Invariant Representation of Tasks for Robust Surgical State Estimation

Yidan Qin, Max Allan, Yisong Yue +2

Surgical state estimators in robot-assisted surgery (RAS) - especially those trained via learning techniques - rely heavily on datasets that capture surgeon actions in laboratory o…