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Picture for Beat Müller-Stich

Beat Müller-Stich

Department of General, Visceral and Transplant Surgery, University of Heidelberg, Heidelberg

Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data


Nov 08, 2018
Sebastian Bodenstedt, Martin Wagner, Lars Mündermann, Hannes Kenngott, Beat Müller-Stich, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel


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Real-time image-based instrument classification for laparoscopic surgery


Aug 01, 2018
Sebastian Bodenstedt, Antonia Ohnemus, Darko Katic, Anna-Laura Wekerle, Martin Wagner, Hannes Kenngott, Beat Müller-Stich, Rüdiger Dillmann, Stefanie Speidel

* Modeling and Monitoring of Computer Assisted Interventions (M2CAI) (2015) 
* Workshop paper accepted and presented at Modeling and Monitoring of Computer Assisted Interventions (M2CAI) (2015) 

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Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery


May 07, 2018
Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis Garcia-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat Müller-Stich, Sebastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel


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Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis


Feb 13, 2017
Sebastian Bodenstedt, Martin Wagner, Darko Katić, Patrick Mietkowski, Benjamin Mayer, Hannes Kenngott, Beat Müller-Stich, Rüdiger Dillmann, Stefanie Speidel


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