Temporal Coherence-based Self-supervised Learning for Laparoscopic Workflow Analysis. - Isabel Funke; Alexander Jenke; Sören Torge Mees; Jürgen Weitz; Stefanie Speidel; Sebastian Bodenstedt (OR 2.0/CARE/CLIP/ISIC@MICCAI, 2018)

Generative adversarial networks for specular highlight removal in endoscopic images. - Isabel Funke; Sebastian Bodenstedt; Carina Riediger; Jürgen Weitz; Stefanie Speidel (Image-Guided Procedures, 2018)

Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis. - Sebastian Bodenstedt; Dominik Rivoir; Alexander Jenke; Martin Wagner 001; Sören Torge Mees; Jürgen Weitz; Stefanie Speidel (CoRR, 2018)

Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data. - Sebastian Bodenstedt; Martin Wagner 001; Lars Mündermann; Hannes Kenngott; Beat P. Müller-Stich; Sören Torge Mees; Jürgen Weitz; Stefanie Speidel (CoRR, 2018)

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)

Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation. - Micha Pfeiffer; Isabel Funke; Maria R. Robu; Sebastian Bodenstedt; Leon Strenger; Sandy Engelhardt; Tobias Roß; Matthew J. Clarkson; Kurinchi Gurusamy; Brian R. Davidson; Lena Maier-Hein; Carina Riediger; et al. (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)

Active learning using deep Bayesian networks for surgical workflow analysis. - Sebastian Bodenstedt; Dominik Rivoir; Alexander Jenke; Martin Wagner 001; Michael Breucha; Beat P. Müller-Stich; Sören Torge Mees; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2019)

Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data. - Sebastian Bodenstedt; Martin Wagner 001; Lars Mündermann; Hannes Kenngott; Beat P. Müller-Stich; Michael Breucha; Sören Torge Mees; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2019)

Video-based surgical skill assessment using 3D convolutional neural networks. - Isabel Funke; Sören Torge Mees; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2019)

Learning soft tissue behavior of organs for surgical navigation with convolutional neural networks. - Micha Pfeiffer; Carina Riediger; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2019)

Non-Rigid Volume to Surface Registration Using a Data-Driven Biomechanical Model. - Micha Pfeiffer; Carina Riediger; Stefan Leger; Jens-Peter Kühn; Danilo Seppelt; Ralf-Thorsten Hoffmann; Jürgen Weitz; Stefanie Speidel (MICCAI (4), 2020)

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)

A case study: impact of target surface mesh size and mesh quality on volume-to-surface registration performance in hepatic soft tissue navigation. - Georges Hattab; Carina Riediger; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2020)

Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data. - Dominik Rivoir; Micha Pfeiffer; Reuben Docea; Fiona R. Kolbinger; Carina Riediger; Jürgen Weitz; Stefanie Speidel (ICCV, 2021)

Simultaneous localisation and mapping for laparoscopic liver navigation : a comparative evaluation study. - Reuben Docea; Micha Pfeiffer; Sebastian Bodenstedt; Fiona R. Kolbinger; Lukas Höller; Ines Wittig; Ralf-Thorsten Hoffmann; Esther G. C. Troost; Carina Riediger; Jürgen Weitz; Stefanie Speidel (Image-Guided Procedures, 2021)

A Laparoscopic Liver Navigation Pipeline with Minimal Setup Requirements. - Reuben Docea; Micha Pfeiffer; Jan Müller 001; Katja Krug; Matthias Hardner; Paul Riedel; Martin Menzel; Fiona R. Kolbinger; Laura Frohneberg; Jürgen Weitz; Stefanie Speidel (BioCAS, 2022)

Stay Focused - Enhancing Model Interpretability Through Guided Feature Training. - Alexander Jenke; Sebastian Bodenstedt; Martin Wagner 001; Johanna M. Brandenburg; Antonia Stern; Lars Mündermann; Marius Distler; Jürgen Weitz; Beat P. Müller-Stich; Stefanie Speidel (MICCAI (3), 2022)

Leveraging Expert Knowledge for Real-Time Online Adaptation of Intraoperative Liver Registration. - Peng Liu 074; Sebastian Bodenstedt; Fiona R. Kolbinger; Carina Riediger; Jürgen Weitz; Stefanie Speidel; Micha Pfeiffer (ShapeMI@MICCAI, 2024)

One model to use them all: training a segmentation model with complementary datasets. - Alexander C. Jenke; Sebastian Bodenstedt; Fiona R. Kolbinger; Marius Distler; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2024)

Exploring semantic consistency in unpaired image translation to generate data for surgical applications. - Danush Kumar Venkatesh; Dominik Rivoir; Micha Pfeiffer; Fiona R. Kolbinger; Marius Distler; Jürgen Weitz; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2024)

SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs. - Reuben Docea; Jinjing Xu; Wei Ling; Alexander C. Jenke; Fiona R. Kolbinger; Marius Distler; Carina Riediger; Jürgen Weitz; Stefanie Speidel; Micha Pfeiffer (IEEE Trans. Biomed. Eng., 2024)

Endomersion: An Immersive Remote Guidance and Feedback System for Robot-Assisted Minimally Invasive Surgery. - Mats Ole Ellenberg; Katja Krug; Yichen Fan; Jens Krzywinski; Raimund Dachselt; Rayan Younis; Martin Wagner 001; Jürgen Weitz; Ariel Rodríguez; Gregor Just; Sebastian Bodenstedt; Stefanie Speidel (VR Workshops, 2025)

Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models. - Danush Kumar Venkatesh; Isabel Funke; Micha Pfeiffer; Fiona R. Kolbinger; Hanna Maria Schmeiser; Jürgen Weitz; Marius Distler; Stefanie Speidel (CoRR, 2025)