Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video. - Isabel Funke; Sebastian Bodenstedt; Florian Oehme; Felix von Bechtolsheim; Jürgen Weitz; Stefanie Speidel (MICCAI (5), 2019)

Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration. - Dominik Rivoir; Sebastian Bodenstedt; Felix von Bechtolsheim; Marius Distler; Jürgen Weitz; Stefanie Speidel (OR/MLCN@MICCAI, 2019)

Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance. - Dominik Rivoir; Sebastian Bodenstedt; Isabel Funke; Felix von Bechtolsheim; Marius Distler; Jürgen Weitz; Stefanie Speidel (MICCAI (3), 2020)