Search Results - Mathis-Ullrich, Franziska
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A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots by Younis, Rayan (Author) , Yamlahi, Amine (Author) , Bodenstedt, Sebastian (Author) , Scheikl, Paul Maria (Author) , Kisilenko, Anna (Author) , Daum, Marie T. J. (Author) , Schulze, André (Author) , Wise, Philipp (Author) , Nickel, Felix (Author) , Mathis-Ullrich, Franziska (Author) , Maier-Hein, Lena (Author) , Müller, Beat P. (Author) , Speidel, Stefanie (Author) , Distler, Marius (Author) , Weitz, Jürgen (Author) , Wagner, Martin (Author) ,
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Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark by Wagner, Martin (Author) , Müller, Beat P. (Author) , Kisilenko, Anna (Author) , Tran, Duc (Author) , Heger, Patrick (Author) , Mündermann, Lars (Author) , Lubotsky, David M. (Author) , Müller, Benjamin (Author) , Davitashvili, Tornike (Author) , Capek, Manuela (Author) , Reinke, Annika (Author) , Reid, Carissa (Author) , Yu, Tong (Author) , Vardazaryan, Armine (Author) , Nwoye, Chinedu Innocent (Author) , Padoy, Nicolas (Author) , Liu, Xinyang (Author) , Lee, Eung-Joo (Author) , Disch, Constantin (Author) , Meine, Hans (Author) , Xia, Tong (Author) , Jia, Fucang (Author) , Kondo, Satoshi (Author) , Reiter, Wolfgang (Author) , Jin, Yueming (Author) , Long, Yonghao (Author) , Jiang, Meirui (Author) , Dou, Qi (Author) , Heng, Pheng Ann (Author) , Twick, Isabell (Author) , Kirtac, Kadir (Author) , Hosgor, Enes (Author) , Bolmgren, Jon Lindström (Author) , Stenzel, Michael (Author) , von Siemens, Björn (Author) , Zhao, Long (Author) , Ge, Zhenxiao (Author) , Sun, Haiming (Author) , Xie, Di (Author) , Guo, Mengqi (Author) , Liu, Daochang (Author) , Kenngott, Hannes Götz (Author) , Nickel, Felix (Author) , Frankenberg, Moritz von (Author) , Mathis-Ullrich, Franziska (Author) , Kopp-Schneider, Annette (Author) , Maier-Hein, Lena (Author) , Speidel, Stefanie (Author) , Bodenstedt, Sebastian (Author) ,
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Sim-to-real transfer for visual reinforcement learning of deformable object manipulation for robot-assisted surgery by Scheikl, Paul Maria (Author) , Tagliabue, Eleonora (Author) , Gyenes, Balázs (Author) , Wagner, Martin (Author) , Dall'Alba, Diego (Author) , Fiorini, Paolo (Author) , Mathis-Ullrich, Franziska (Author) ,
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4
Recurrent neural networks for generalization towards the vessel geometry in autonomous endovascular guidewire navigation in the aortic arch by Karstensen, Lennart (Author) , Ritter, Jacqueline (Author) , Hatzl, Johannes (Author) , Ernst, Floris (Author) , Langejürgen, Jens (Author) , Uhl, Christian (Author) , Mathis-Ullrich, Franziska (Author) ,
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Zukunftsnavigator Chirurgierobotik: der Weg zur Ko-Operation zwischen menschlichen Experten und lernenden Maschinen by Wagner, Martin (Author) , Müller, Beat P. (Author) , Mathis-Ullrich, Franziska (Author) ,
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6
Learning-based autonomous vascular guidewire navigation without human demonstration in the venous system of a porcine liver by Karstensen, Lennart (Author) , Ritter, Jacqueline (Author) , Hatzl, Johannes (Author) , Pätz, Torben (Author) , Langejürgen, Jens (Author) , Uhl, Christian (Author) , Mathis-Ullrich, Franziska (Author) ,
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A learning robot for cognitive camera control in minimally invasive surgery by Wagner, Martin (Author) , Bihlmaier, Andreas (Author) , Kenngott, Hannes Götz (Author) , Mietkowski, Patrick (Author) , Scheikl, Paul Maria (Author) , Bodenstedt, Sebastian (Author) , Schiepe-Tiska, Anja (Author) , Vetter, Josephin (Author) , Nickel, Felix (Author) , Speidel, Stefanie (Author) , Wörn, Heinz (Author) , Mathis-Ullrich, Franziska (Author) , Müller, Beat P. (Author) ,
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8
Assistive device for efficient intravitreal injections by Mathis-Ullrich, Franziska (Author) , Michels, Stephan (Author) , Lehmann, Daniel (Author) , Pieters, Roel S. (Author) , Becker, Matthias D. (Author) , Nelson, Bradley J. (Author) ,
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Lapgym: an open source framework for reinforcement learning in robot-assisted laparoscopic surgery by Scheikl, Paul Maria (Author) , Gyenes, Balácz (Author) , Younis, Rayan (Author) , Haas, Christoph (Author) , Neumann, Gerhard (Author) , Wagner, Martin (Author) , Mathis-Ullrich, Franziska (Author) ,
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Related Subjects
Artificial Intelligence
Autonomous
Deep reinforcement learning
Endovascular intervention
Surgical data science
Action recognition
Chirurgie
Collaborative surgical robots
Computer vision for medical robotics
Endoscopic vision
Generalization
Grippers
Guidewire navigation
Künstliche Intelligenz
Laparoscopic cholecystectomy
Learning from scratch
Machine learning
Medical robotics
Recurrent neural network
Robot autonomy
Roboter
Robots
Surgery
Surgical process modeling
Surgical workflow analysis
Task analysis
Training
Visualization
reinforcement learning
surgical robotics: Laparoscopy