2 papers
cs.HC2017
Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition
Olga Dergachyova, Xavier Morandi, Pierre Jannin
Automatic low-level surgical activity recognition is today well-known technical bottleneck for smart and situation-aware assistance for the operating room of the future. Our study…
cs.LG2017
Knowledge transfer for surgical activity prediction
Olga Dergachyova, Xavier Morandi, Pierre Jannin
Lack of training data hinders automatic recognition and prediction of surgical activities necessary for situation-aware operating rooms. We propose using knowledge transfer to comp…