- Martin Riekert, Marc Premm, Achim Klein, Lyubomir Kirilov, Hannes Kenngott, Martin Apitz, Martin Wagner, Lena-Marie Ternes:
Predicting the duration of surgeries to Improve Process Efficiency in Hospitals. ECIS 2017 - Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus H. Maier-Hein, Daniel S. Elson, Lena Maier-Hein:
Physiological Parameter Estimation from Multispectral Images Unleashed. MICCAI (3) 2017: 134-141 - 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) - 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) - Lena Maier-Hein, S. Swaroop Vedula, Stefanie Speidel, Nassir Navab, Ron Kikinis, Adrian Park, Matthias Eisenmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Makoto Hashizume, Darko Katic, Hannes Kenngott, Michael Kranzfelder, Anand Malpani, Keno März, Thomas Neumuth, Nicolas Padoy, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, Gregory D. Hager, Pierre Jannin:
Surgical Data Science: Enabling Next-Generation Surgery. CoRR abs/1701.06482 (2017) - Sara Moccia, Sebastian J. Wirkert, Hannes Kenngott, Anant Suraj Vemuri, Martin Apitz, Benjamin F. B. Mayer, Elena De Momi, Leonardo S. Mattos, Lena Maier-Hein:
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. CoRR abs/1706.07002 (2017) - 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
- 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) - 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) - 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) - 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) - 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) - Esther Wild, Dogu Teber, Daniel Schmid, Tobias Simpfendörfer, Michael Müller, Ann-Christin Baranski, Hannes Kenngott, Klaus Kopka, Lena Maier-Hein:
Robust augmented reality guidance with fluorescent markers in laparoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. 11(6): 899-907 (2016) - Sebastian J. Wirkert, Hannes Kenngott, Benjamin F. B. Mayer, Patrick Mietkowski, Martin Wagner, Peter Sauer, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein:
Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression. Int. J. Comput. Assist. Radiol. Surg. 11(6): 909-917 (2016) - Esther Wild, Dogu Teber, Daniel Schmid, Tobias Simpfendörfer, Michael Müller, Hannes Kenngott, Lena Maier-Hein:
Robuste intraoperative Registrierung mit fluoreszierenden Markern für die computergestützte Laparoskopie. Bildverarbeitung für die Medizin 2016: 74-79 - 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 - 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 - Lena Maier-Hein, Tobias Roß, Janek Gröhl, Ben Glocker, Sebastian Bodenstedt, Christian Stock, Eric Heim, Michael Götz, Sebastian J. Wirkert, Hannes Kenngott, Stefanie Speidel, Klaus H. Maier-Hein:
Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence. MICCAI (2) 2016: 616-623 - Sebastian Bodenstedt, Jochen Görtler, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
Superpixel-based structure classification for laparoscopic surgery. Medical Imaging: Image-Guided Procedures 2016: 978618 - Yan Zhang, Sebastian J. Wirkert, Justin Iszatt, Hannes Kenngott, Martin Wagner, Benjamin F. B. Mayer, Christian Stock, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein:
Tissue classification for laparoscopic image understanding based on multispectral texture analysis. Medical Imaging: Image-Guided Procedures 2016: 978619 - 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. Medical Imaging: Image Processing 2016: 97841Q - 2015
- 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) - Lena Maier-Hein, Daniel Kondermann, Tobias Roß, Sven Mersmann, Eric Heim, Sebastian Bodenstedt, Hannes Götz Kenngott, Alexandro Sanchez, Martin Wagner, Anas Preukschas, Anna-Laura Wekerle, Stefanie Helfert, Keno März, Arianeb Mehrabi, Stefanie Speidel, Christian Stock:
Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences. Int. J. Comput. Assist. Radiol. Surg. 10(8): 1201-1212 (2015) - Keno März, Mohammadreza Hafezi, Tobias Weller, Arash Saffari, Marco Nolden, Nassim Fard, A. Majlesara, Sascha Zelzer, Maria Maleshkova, Mykola Volovyk, N. Gharabaghi, Martin Wagner, G. Emami, Sandy Engelhardt, Andreas Fetzer, Hannes Kenngott, N. Rezai, Achim Rettinger, Rudi Studer, Arianeb Mehrabi, Lena Maier-Hein:
Toward knowledge-based liver surgery: holistic information processing for surgical decision support. Int. J. Comput. Assist. Radiol. Surg. 10(6): 749-759 (2015) - 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 - 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 - 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 - 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 - 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 - 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