578 citations · 1.8k across the 12 of their papers we have counts for
3 papers · 1 filter
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…
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…
Surgical Data Science: Enabling Next-Generation Surgery
Lena Maier-Hein, Swaroop Vedula, Stefanie Speidel +22
This paper introduces Surgical Data Science as an emerging scientific discipline. Key perspectives are based on discussions during an intensive two-day international interactive wo…