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ORCIDBeat P. Müller-Stich
Beat Müller – Beat Peter Müller-Stich
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- affiliation: Heidelberg University Hospital, Department of General, Visceral and Transplant Surgery, Germany
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2020 – today
- 2024
[j26]Julia Madlaina Kunz
, Peter Maloca, Andreas Allemann, David Fasler, Savas Soysal, Silvio Däster, Marko Kraljevic, Gulbahar Syeda, Benjamin Weixler, Christian Nebiker, Vincent Ochs, Raoul Droeser, Harriet Louise Walker, Martin Bolli, Beat Müller, Philippe Cattin, Sebastian Manuel Staubli:
Assessment of resectability of pancreatic cancer using novel immersive high-performance virtual reality rendering of abdominal computed tomography and magnetic resonance imaging. Int. J. Comput. Assist. Radiol. Surg. 19(9): 1677-1687 (2024)- [j25]Joël L. Lavanchy, Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Paolo Fiorini, Beat P. Müller-Stich, Philipp C. Nett, Jacques Marescaux, Didier Mutter, Nicolas Padoy:
Challenges in multi-centric generalization: phase and step recognition in Roux-en-Y gastric bypass surgery. Int. J. Comput. Assist. Radiol. Surg. 19(11): 2249-2257 (2024) - [i23]Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat P. Müller-Stich, Felix Nickel, Lena Maier-Hein:
Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images. CoRR abs/2408.15373 (2024) - 2023
- [j24]Benedikt Mayer, Monique Meuschke, Jimmy Chen, Beat P. Müller-Stich, Martin Wagner, Bernhard Preim, Sandy Engelhardt:
Interactive visual exploration of surgical process data. Int. J. Comput. Assist. Radiol. Surg. 18(1): 127-137 (2023) - [j23]Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein:
Beyond rankings: Learning (more) from algorithm validation. Medical Image Anal. 86: 102765 (2023) - [j22]Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt:
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Medical Image Anal. 86: 102770 (2023) - [c54]Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein:
Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion. Bildverarbeitung für die Medizin 2023: 114 - [c53]Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein:
Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. MICCAI (9) 2023: 618-627 - [i22]Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein:
Semantic segmentation of surgical hyperspectral images under geometric domain shifts. CoRR abs/2303.10972 (2023) - [i21]Joël L. Lavanchy, Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Paolo Fiorini, Beat P. Müller-Stich, Philipp C. Nett, Jacques Marescaux, Didier Mutter, Nicolas Padoy:
Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery. CoRR abs/2312.11250 (2023) - 2022
- [j21]Lucas-Raphael Müller, Jens Petersen, Amine Yamlahi, Philipp Wise, Tim J. Adler, Alexander Seitel, Karl-Friedrich Kowalewski, Beat Müller, Hannes Kenngott, Felix Nickel, Lena Maier-Hein:
Robust hand tracking for surgical telestration. Int. J. Comput. Assist. Radiol. Surg. 17(8): 1477-1486 (2022) - [j20]Lucas-Raphael Müller, Jens Petersen, Amine Yamlahi, Philipp Wise, Tim J. Adler, Alexander Seitel, Karl-Friedrich Kowalewski, Beat Müller, Hannes Kenngott, Felix Nickel, Lena Maier-Hein:
Correction to: Robust hand tracking for surgical telestration. Int. J. Comput. Assist. Radiol. Surg. 17(8): 1487 (2022) - [j19]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel:
Surgical data science - from concepts toward clinical translation. Medical Image Anal. 76: 102306 (2022) - [j18]Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim J. Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein:
Robust deep learning-based semantic organ segmentation in hyperspectral images. Medical Image Anal. 80: 102488 (2022) - [j17]Kyle Lam, Michael D. Abràmoff, José M. Balibrea, Steven M. Bishop, Richard R. Brady, Rachael Callcut, Manish Chand, Justin Collins, Markus K. Diener, Matthias Eisenmann, Kelly Fermont, Manoel Galvao Neto, Gregory D. Hager, Robert J. Hinchliffe, Alan Horgan, Pierre Jannin, Alexander Langerman, Kartik Logishetty, Amit Mahadik, Lena Maier-Hein, Esteban Martín Antona, Pietro Mascagni, Ryan K. Mathew, Beat P. Müller-Stich, Thomas Neumuth, Felix Nickel, Adrian Park, Gianluca Pellino, Frank Rudzicz, Sam Shah, Mark Slack, Myles J. Smith, Naeem Soomro, Stefanie Speidel, Danail Stoyanov, Henry S. Tilney, Martin Wagner, Ara Darzi, James Kinross, Sanjay Purkayastha:
A Delphi consensus statement for digital surgery. npj Digit. Medicine 5 (2022) - [c52]Benjamin Alt, Christian Kunz, Darko Katic, Rayan Younis, Rainer Jäkel, Beat Peter Müller-Stich, Martin Wagner, Franziska Mathis-Ullrich:
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes. IROS 2022: 5265-5270 - [c51]Alexander Jenke, Sebastian Bodenstedt, Martin Wagner, Johanna M. Brandenburg, Antonia Stern, Lars Mündermann, Marius Distler, Jürgen Weitz, Beat P. Müller-Stich, Stefanie Speidel:
Stay Focused - Enhancing Model Interpretability Through Guided Feature Training. MICCAI (3) 2022: 121-129 - [i20]Benjamin Alt, Christian Kunz, Darko Katic, Rayan Younis, Rainer Jäkel, Beat Peter Müller-Stich, Martin Wagner, Franziska Mathis-Ullrich:
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes. CoRR abs/2207.07418 (2022) - 2021
- [j16]Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein:
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. Int. J. Comput. Assist. Radiol. Surg. 16(7): 1101-1110 (2021) - [j15]Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Guotai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein:
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. Medical Image Anal. 70: 101920 (2021) - [c50]Paul Maria Scheikl, Balázs Gyenes, Tornike Davitashvili, Rayan Younis, André Schulze, Beat P. Müller-Stich, Gerhard Neumann, Martin Wagner, Franziska Mathis-Ullrich:
Cooperative Assistance in Robotic Surgery through Multi-Agent Reinforcement Learning. IROS 2021: 1859-1864 - [i19]Maximilian Dietrich, Silvia Seidlitz, Nicholas Schreck, Manuel Wiesenfarth, Patrick Godau, Minu Tizabi, Jan Sellner, Sebastian Marx, Samuel Knödler, Michael M. Allers, Leonardo Ayala, Karsten Schmidt, Thorsten Brenner, Alexander Studier-Fischer, Felix Nickel, Beat P. Müller-Stich, Annette Kopp-Schneider, Markus A. Weigand, Lena Maier-Hein:
Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis. CoRR abs/2106.08445 (2021) - [i18]Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein:
How can we learn (more) from challenges? A statistical approach to driving future algorithm development. CoRR abs/2106.09302 (2021) - [i17]Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt:
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. CoRR abs/2109.14956 (2021) - [i16]Paul Maria Scheikl, Balázs Gyenes, Tornike Davitashvili, Rayan Younis, André Schulze, Beat P. Müller-Stich, Gerhard Neumann, Martin Wagner, Franziska Mathis-Ullrich:
Cooperative Assistance in Robotic Surgery through Multi-Agent Reinforcement Learning. CoRR abs/2110.04857 (2021) - [i15]Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein:
Robust deep learning-based semantic organ segmentation in hyperspectral images. CoRR abs/2111.05408 (2021) - 2020
- [c49]Chandrakanth Jayachandran Preetha, Jonathan Kloss, Fabian Siegfried Wehrtmann, Lalith Sharan, Carolyn Fan, Beat Peter Müller-Stich, Felix Nickel, Sandy Engelhardt:
Towards augmented reality-based suturing in monocular laparoscopic training. Image-Guided Procedures 2020: 113150X - [i14]Chandrakanth Jayachandran Preetha, Jonathan Kloss, Fabian Siegfried Wehrtmann, Lalith Sharan, Carolyn Fan, Beat Peter Müller-Stich, Felix Nickel, Sandy Engelhardt:
Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training. CoRR abs/2001.06894 (2020) - [i13]Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Guotai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat Peter Müller-Stich, Lena Maier-Hein:
Robust Medical Instrument Segmentation Challenge 2019. CoRR abs/2003.10299 (2020) - [i12]Lena Maier-Hein, Martin Wagner, Tobias Roß, Annika Reinke, Sebastian Bodenstedt, Peter M. Full, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Anna Kisilenko, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Minu Tizabi, Matthias Eisenmann, Tim J. Adler, Janek Gröhl, Melanie Schellenberg, Silvia Seidlitz, T. Y. Emmy Lai, Veith Roethlingshoefer, Fabian Both, Sebastian Bittel, Marc Mengler, Martin Apitz, Stefanie Speidel, Hannes Götz Kenngott, Beat P. Müller-Stich:
Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room. CoRR abs/2005.03501 (2020) - [i11]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel:
Surgical Data Science - from Concepts to Clinical Translation. CoRR abs/2011.02284 (2020) - [i10]Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein:
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. CoRR abs/2011.04997 (2020)
2010 – 2019
- 2019
- [j14]Sebastian Bodenstedt, Dominik Rivoir, Alexander Jenke, Martin Wagner, Michael Breucha, Beat P. Müller-Stich, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel:
Active learning using deep Bayesian networks for surgical workflow analysis. Int. J. Comput. Assist. Radiol. Surg. 14(6): 1079-1087 (2019) - [j13]Sebastian Bodenstedt, Martin Wagner, Lars Mündermann, Hannes Kenngott, Beat P. Müller-Stich, Michael Breucha, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel:
Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data. Int. J. Comput. Assist. Radiol. Surg. 14(6): 1089-1095 (2019) - [c48]Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Out of Distribution Detection for Intra-operative Functional Imaging. UNSURE/CLIP@MICCAI 2019: 75-82 - [i9]Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Out of distribution detection for intra-operative functional imaging. CoRR abs/1911.01877 (2019) - 2018
- [j12]Micha Pfeiffer, Hannes Kenngott, Anas Preukschas, Matthias Huber, Lisa Bettscheider, Beat P. Müller-Stich, Stefanie Speidel:
IMHOTEP: virtual reality framework for surgical applications. Int. J. Comput. Assist. Radiol. Surg. 13(5): 741-748 (2018) - [j11]Tobias Roß, David Zimmerer, Anant Suraj Vemuri, Fabian Isensee, Manuel Wiesenfarth, Sebastian Bodenstedt, Fabian Both, Philip Kessler, Martin Wagner, Beat Müller, Hannes Kenngott, Stefanie Speidel, Annette Kopp-Schneider, Klaus H. Maier-Hein, Lena Maier-Hein:
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning. Int. J. Comput. Assist. Radiol. Surg. 13(6): 925-933 (2018) - [i8]Micha Pfeiffer, Hannes Kenngott, Anas Preukschas, Matthias Huber, Lisa Bettscheider, Beat P. Müller-Stich, Stefanie Speidel:
IMHOTEP - Virtual Reality Framework for Surgical Applications. CoRR abs/1803.08264 (2018) - [i7]Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis C. García-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat P. Müller-Stich, Sébastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel:
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery. CoRR abs/1805.02475 (2018) - [i6]Lena Maier-Hein, Matthias Eisenmann, Carolin Feldmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Bernard Gibaud, Gregory D. Hager, Makoto Hashizume, Darko Katic, Hannes Kenngott, Ron Kikinis, Michael Kranzfelder, Anand Malpani, Keno März, Beat P. Müller-Stich, Nassir Navab, Thomas Neumuth, Nicolas Padoy, Adrian Park, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, S. Swaroop Vedula, Pierre Jannin, Stefanie Speidel:
Surgical Data Science: A Consensus Perspective. CoRR abs/1806.03184 (2018) - [i5]Sebastian Bodenstedt, Antonia Ohnemus, Darko Katic, Anna-Laura Wekerle, Martin Wagner, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Real-time image-based instrument classification for laparoscopic surgery. CoRR abs/1808.00178 (2018) - [i4]Sebastian Bodenstedt, Martin Wagner, Lars Mündermann, Hannes Kenngott, Beat P. Müller-Stich, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel:
Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data. CoRR abs/1811.03384 (2018) - 2017
- [j10]Daniel Reichard, Dominik Häntsch, Sebastian Bodenstedt, Stefan Suwelack, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Lena Maier-Hein, Rüdiger Dillmann, Stefanie Speidel:
Projective biomechanical depth matching for soft tissue registration in laparoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1101-1110 (2017) - [c47]Felix Nickel, Beat Müller:
Tutorial: Hands-On Workshop Minimal Invasive Chirurgie (MIC). Bildverarbeitung für die Medizin 2017: 8-9 - [i3]Sebastian Bodenstedt, Martin Wagner, Darko Katic, Patrick Mietkowski, Benjamin F. B. Mayer, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis. CoRR abs/1702.03684 (2017) - [i2]Darko Katic, Maria Maleshkova, Sandy Engelhardt, Ivo Wolf, Keno März, Lena Maier-Hein, Marco Nolden, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies. CoRR abs/1705.07747 (2017) - [i1]Tobias Roß, David Zimmerer, Anant Suraj Vemuri, Fabian Isensee, Sebastian Bodenstedt, Fabian Both, Philip Kessler, Martin Wagner, Beat Müller, Hannes Kenngott, Stefanie Speidel, Klaus H. Maier-Hein, Lena Maier-Hein:
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning. CoRR abs/1711.09726 (2017) - 2016
- [j9]Sebastian Bodenstedt, Martin Wagner, Benjamin F. B. Mayer, Katherine Stemmer, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Image-based laparoscopic bowel measurement. Int. J. Comput. Assist. Radiol. Surg. 11(3): 407-419 (2016) - [j8]Darko Katic, Chantal Julliard, Anna-Laura Wekerle, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel, Pierre Jannin, Bernard Gibaud:
Erratum to: LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. Int. J. Comput. Assist. Radiol. Surg. 11(4): 679 (2016) - [j7]Darko Katic, Jürgen Schuck, Anna-Laura Wekerle, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Bridging the gap between formal and experience-based knowledge for context-aware laparoscopy. Int. J. Comput. Assist. Radiol. Surg. 11(6): 881-888 (2016) - [j6]Patrick Philipp, Maria Maleshkova, Darko Katic, Christian Weber, Michael Götz, Achim Rettinger, Stefanie Speidel, Benedikt Kämpgen, Marco Nolden, Anna-Laura Wekerle, Rüdiger Dillmann, Hannes Kenngott, Beat P. Müller-Stich, Rudi Studer:
Toward cognitive pipelines of medical assistance algorithms. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1743-1753 (2016) - [j5]Felix Nickel, Jonathan D. Hendrie, Thomas Bruckner, Karl-Friedrich Kowalewski, Hannes Götz Kenngott, Beat P. Müller-Stich, Lars Fischer:
Successful learning of surgical liver anatomy in a computer-based teaching module. Int. J. Comput. Assist. Radiol. Surg. 11(12): 2295-2301 (2016) - [c46]Sebastian Bodenstedt, Darko Katic, Patrick Mietkowski, Benjamin F. B. Mayer, Martin Wagner, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Temporale Kontextvorhersage für die laparoskopische Phasenerkennung. CURAC 2016: 41-46 - [c45]Daniel Reichard, Dominik Häntsch, Sebastian Bodenstedt, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Deep Disparity - Deep Learning für maßgeschneiderte endoskopische Stereo-Rekonstruktionen. CURAC 2016: 263-264 - [c44]Sebastian Bodenstedt, Jochen Görtler, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Superpixel-based structure classification for laparoscopic surgery. Image-Guided Procedures 2016: 978618 - [c43]Daniel Reichard, Sebastian Bodenstedt, Stefan Suwelack, Martin Wagner, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Robust endoscopic pose estimation for intraoperative organ-mosaicking. Image Processing 2016: 97841Q - 2015
- [j4]Darko Katic, Chantal Julliard, Anna-Laura Wekerle, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel, Pierre Jannin, Bernard Gibaud:
LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. Int. J. Comput. Assist. Radiol. Surg. 10(9): 1427-1434 (2015) - [c42]Martin Wagner, Benjamin F. B. Mayer, Sebastian Bodenstedt, Stefanie Speidel, Lars Fischer, Beat P. Müller-Stich, Hannes Kenngott:
Quantitative Laparoscopy for Bowel Length Measurement in Bariatric Surgery - a Translational Study. CURAC 2015: 69-70 - [c41]Andreas Bihlmaier, Martin Wagner, Patrick Mietkowski, Beat P. Müller-Stich, Hannes Kenngott, Sebastian Bodenstedt, Stefanie Speidel, Heinz Wörn:
Wissensbasierte Assistenzrobotik: Autonome Endoskopführung basierend auf Lernen von räumlichem Know-How. CURAC 2015: 89-94 - [c40]Martin Wagner, Andreas Bihlmaier, Patrick Mietkowski, Sebastian Bodenstedt, Stefanie Speidel, Heinz Wörn, Beat P. Müller-Stich, Hannes Kenngott:
First Surgical Experience with a Learning Robot for Camera Guidance in Cognition-Guided Laparoscopic Surgery: a Phantom Study. CURAC 2015: 97-98 - [c39]Jessica Hutzl, Martin Wagner, Patrick Mietkowski, Beat P. Müller-Stich, Hannes Kenngott, Heinz Wörn:
Wissensbasierter Ansatz zur Platzierung der Roboterbasisposition für die roboterunterstützte minimal-invasive Chirurgie. CURAC 2015: 111-116 - [c38]Sebastian Bodenstedt, Jochen Görtler, Martin Wagner, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Strukturidentifikation mittels Superpixel in der Laparoskopie. CURAC 2015: 149-154 - [c37]Martin Wagner, Lena-Marie Ternes, Martin Apitz, Rudolf Rempel, Gerd Schneider, Martin Riekert, Achim Klein, Björn Bergh, Beat P. Müller-Stich, Hannes Kenngott:
Towards data-driven analysis of perioperative surgical treatment processes. CURAC 2015: 235-236 - [c36]Martin Wagner, Rudolf Rempel, Thilo Schulte, Darko Katic, Tobias Weller, Patrick Philipp, Maria Maleshkova, Achim Rettinger, Stefanie Speidel, Beat P. Müller-Stich, Hannes Kenngott:
Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment. CURAC 2015: 237-238 - [c35]Stefanie Speidel, A. Kroehnert, Sebastian Bodenstedt, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann:
Image-based tracking of the suturing needle during laparoscopic interventions. Image-Guided Procedures 2015: 94150B - [c34]Sebastian Bodenstedt, Daniel Reichard, Stefan Suwelack, Martin Wagner, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Intraoperative on-the-fly organ-mosaicking for laparoscopic surgery. Image-Guided Procedures 2015: 94151S - [c33]Jessica Hutzl, Andreas Bihlmaier, Martin Wagner, Hannes Götz Kenngott, Beat Peter Müller-Stich, Heinz Wörn:
Knowledge-based workspace optimization of a redundant robot for minimally invasive robotic surgery (MIRS). ROBIO 2015: 1403-1408 - 2014
- [j3]Lena Maier-Hein, Anja Groch, Adrien Bartoli, Sebastian Bodenstedt, G. Boissonnat, Ping-Lin Chang, Neil Clancy, Daniel S. Elson, Sven Haase, Eric Heim, Joachim Hornegger, Pierre Jannin, Hannes Kenngott, Thomas Kilgus, Beat P. Müller-Stich, D. Oladokun, Sebastian Röhl, Thiago R. dos Santos, Heinz-Peter Schlemmer, Alexander Seitel, Stefanie Speidel, Martin Wagner, Danail Stoyanov:
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. IEEE Trans. Medical Imaging 33(10): 1913-1930 (2014) - [c32]Darko Katic, Anna-Laura Wekerle, Fabian Gärtner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Knowledge-Driven Formalization of Laparoscopic Surgeries for Rule-Based Intraoperative Context-Aware Assistance. IPCAI 2014: 158-167 - [c31]Darko Katic, Anna-Laura Wekerle, Fabian Gärtner, Hannes Götz Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Model-based formalization of medical knowledge for context-aware assistance in laparoscopic surgery. Image-Guided Procedures 2014: 903603 - [c30]Stefanie Speidel, Enrico Kuhn, Sebastian Bodenstedt, Sebastian Röhl, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann:
Visual tracking of da Vinci instruments for laparoscopic surgery. Image-Guided Procedures 2014: 903608 - 2013
- [j2]Darko Katic, Anna-Laura Wekerle, Jochen Görtler, Patrick Spengler, Sebastian Bodenstedt, Sebastian Röhl, Stefan Suwelack, Hannes Götz Kenngott, Martin Wagner, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Context-aware Augmented Reality in laparoscopic surgery. Comput. Medical Imaging Graph. 37(2): 174-182 (2013) - [c29]Oliver Weede, Andreas Bihlmaier, Jessica Hutzl, Beat P. Müller-Stich, Heinz Wörn:
Towards Cognitive Medical Robotics in Minimal Invasive Surgery. AIR 2013: 18:1-18:8 - [c28]Darko Katic, Anna-Laura Wekerle, Fabian Gärtner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Ontology-based prediction of surgical events in laparoscopic surgery. Image-Guided Procedures 2013: 86711A - [c27]Stefanie Speidel, Sebastian Krappe, Sebastian Röhl, Sebastian Bodenstedt, Beat P. Müller-Stich, Rüdiger Dillmann:
Robust feature tracking for endoscopic pose estimation and structure recovery. Image-Guided Procedures 2013: 867102 - 2012
- [c26]Felix Nickel, Hannes Götz Kenngott, C. Grünewald, Beat P. Müller-Stich:
Das Graduiertenkolleg 1126 "Entwicklung neuer computerbasierter Methoden für den Arbeitsplatz der Zukunft in der Weichteilchirurgie". CURAC 2012: 239 - [c25]J. Wünscher, Hannes Götz Kenngott, Martin Wagner, Felix Nickel, Beat P. Müller-Stich:
HELIOS - Heidelberg Laparoscopic Intervention and Operation Simulator. CURAC 2012: 253-254 - [c24]Martin Wagner, Hannes Götz Kenngott, J. Wünscher, L. Albala, Matthias Gondan, C. Zöllner, Anja Groch, Lena Maier-Hein, Beat P. Müller-Stich:
Navigierte Laparoskopische Rektumchirurgie: Einfluss der Sensorplatzierung und Organgeometrie auf die Genauigkeit des elektromagnetischen Organtrackings. CURAC 2012: 255-257 - [c23]Anas Preukschas, S. Bihani, Nadine Bellemann, Hannes Götz Kenngott, Tobias Norajitra, Bastian Graser, Matthias Gondan, Felix Nickel, Beat P. Müller-Stich:
Volumenänderung der Leber im Schweinemodell für Operationsplanung und intraoperativ Computerassistenz. CURAC 2012: 259-262 - [c22]Sebastian Röhl, Sebastian Bodenstedt, C. Küderle, Stefan Suwelack, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Fusion of intraoperative force sensoring, surface reconstruction and biomechanical modeling. Image-Guided Procedures 2012: 83160L - 2011
- [c21]Anna-Laura Wekerle, Darko Katic, Hannes Kenngott, Stefanie Speidel, Beat Peter Müller-Stich:
Konstruktion einer Wissensbasis für die minimal invasive Pankreaschirurgie. CURAC 2011: 186 - [c20]Laury Eckert, Hannes Kenngott, Beat P. Müller-Stich:
Entwicklung und Evaluation eines Trainingsmodells für die Periduralkatheteranlage mit elektronischem Lern- und Trainingsprogramm. CURAC 2011: 187 - [c19]Anja Groch, Susanne Hempel, Stefanie Speidel, Sven Haase, Hannes Kenngott, Alexander Seitel, Sebastian Röhl, Martin Wagner, Thomas Kilgus, Kwong Yung, Sebastian Bodenstedt, Beat P. Müller-Stich, Hans-Peter Meinzer, Joachim Hornegger, Lena Maier-Hein:
Oberflächenrekonstruktion für minimal-invasive Navigationssysteme. CURAC 2011: 188 - [c18]Oliver Weede, Holger Mönnich, Beat P. Müller-Stich, Heinz Wörn:
An intelligent and autonomous endoscopic guidance system for minimally invasive surgery. ICRA 2011: 5762-5768 - [c17]Sebastian Röhl, Sebastian Bodenstedt, Stefan Suwelack, Hannes Kenngott, Beat P. Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Real-time surface reconstruction from stereo endoscopic images for intraoperative registration. Image-Guided Procedures 2011: 796414 - [c16]Sebastian Röhl, Stefanie Speidel, David Israel Gonzalez-Aguirre, Stefan Suwelack, Hannes Kenngott, Tamim Asfour, Beat P. Müller-Stich, Rüdiger Dillmann:
From stereo image sequences to smooth and robust surface models using temporal information and Bilateral postprocessing. ROBIO 2011: 544-550 - 2010
- [c15]Felix Nickel, Hannes Kenngott, Jochen Neuhaus, Armin Kolb, Christof M. Sommer, Tobias Gehrig, Boris A. Radeleff, Hans-Peter Meinzer, Carsten N. Gutt, Beat Peter Müller-Stich:
Evaluation of a Navigation System for Minimally Invasive Esophagectomy in a Porcine Model. CURAC 2010: 27-30 - [c14]Oliver Weede, Thomas Stark, Beat P. Müller-Stich, Heinz Wörn:
Intuitive Visualisierung von Zielregionen in der minimal invasiven Chirurgie mittels projektorbasierter Erweiterter Realität. CURAC 2010: 119-124 - [c13]Oliver Weede, Beat P. Müller-Stich, Heinz Wörn:
Optimierung der Anfangskonfiguration eines Telemanipulatorsystems. CURAC 2010: 244 - [c12]Sebastian Röhl, Stefanie Speidel, Stefan Suwelack, Hannes Götz Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann:
Modellbasierte intraoperative Registrierung von Weichgewebe für ein chirurgisches Assistenzsystem. CURAC 2010: 245 - [c11]Felix Nickel, Hannes Götz Kenngott, Jochen Neuhaus, Johannes Käst, Christof M. Sommer, Armin Kolb, Tobias Gehrig, Boris A. Radeleff, Anja Schaible, Hans-Peter Meinzer, Carsten N. Gutt, Beat Peter Müller-Stich:
Respiratory Organ Motion of the Esophagus and Motion Correlation with Skin Markers in a Porcine Model for Image-Guided Procedures. CURAC 2010: 246
2000 – 2009
- 2009
- [c10]Stefanie Speidel, Julia Benzko, Sebastian Krappe, Gunther Sudra, Pedram Azad, Beat Peter Müller-Stich, Carsten N. Gutt, Rüdiger Dillmann:
Automatic classification of minimally invasive instruments based on endoscopic image sequences. Image-Guided Procedures 2009: 72610A - [c9]Stefanie Speidel, Tom Zentek, Gunther Sudra, Tobias Gehrig, Beat Peter Müller-Stich, Carsten N. Gutt, Rüdiger Dillmann:
Recognition of surgical skills using hidden Markov models. Image-Guided Procedures 2009: 726125 - [c8]Gunther Sudra, Anne Becker, Michael Braun, Stefanie Speidel, Beat Peter Müller-Stich, Rüdiger Dillmann:
Estimating Similarity of Surgical Situations with Case-Retrieval-Nets. MMVR 2009: 358-363 - 2008
- [j1]Matthias Baumhauer, Tobias Simpfendörfer, Beat P. Müller-Stich, Dogu Teber, Carsten N. Gutt, Jens Rassweiler, Hans-Peter Meinzer, Ivo Wolf:
Soft tissue navigation for laparoscopic partial nephrectomy. Int. J. Comput. Assist. Radiol. Surg. 3(3-4): 307-314 (2008) - [c7]Felix Nickel, Ingmar Wegner, Hannes Kenngott, Jochen Neuhaus, Beat P. Müller-Stich, Hans-Peter Meinzer, Carsten N. Gutt:
Magnetisches Tracking für die Navigation mit dem