Felix Nickel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 20

Top Topics

Hyperspectral Images

Organ Segmentation

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Image Anal.

Bildverarbeitung für die Medizin

Publications

Ahmad Bin Qasim, Alessandro Motta, Alexander Studier-Fischer, Jan Sellner, Leonardo Ayala, Marco Hübner, Marc Bressan, Berkin Özdemir, Karl-Friedrich Kowalewski, Felix Nickel, Silvia Seidlitz, Lena Maier-Hein
Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Roelf Postema, Hidde Hardon, A. Masie Rahimi, Roel Horeman, Felix Nickel, Jenny Dankelman, Alexander L. A. Bloemendaal, Maarten van der Elst, Donald L. van der Peet, Freek Daams, Sem F. Hardon, Tim Horeman
The value of collision feedback in robotic surgical skills training. Virtual Real. 28 (1) (2024)
Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein
Unsupervised Domain Transfer with Conditional Invertible Neural Networks. MICCAI (1) (2023)
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)
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 Kirtac, 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 (2023)
Annika Reinke, Minu Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir M. Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. CoRR (2023)
Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein
Unsupervised Domain Transfer with Conditional Invertible Neural Networks. CoRR (2023)
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 (2023)
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 (2022)
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) (2022)
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) (2022)
Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu Dietlinde Tizabi, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, David Moher, Karel G. M. Moons, Henning Müller, Felix Nickel, Brennan Nichyporuk, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clarisa Sánchez Gutiérrez, Shravya Shetty, Maarten van Smeden, Carole H. Sudre, Ronald M. Summers, Abdel A. Taha, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger
Metrics reloaded: Pitfalls and recommendations for image analysis validation. CoRR (2022)
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)
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 (2021)
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 (2021)
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 (2021)
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 (2020)
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. Medical Imaging: Image-Guided Procedures (2020)
Felix Nickel, Beat Müller
Tutorial: Hands-On Workshop Minimal Invasive Chirurgie (MIC). Bildverarbeitung für die Medizin (2017)
Felix Nickel, Jonathan D. Hendrie, Thomas Bruckner, Karl F. 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) (2016)
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)
Anas Preukschas, S. Bihani, Nadine Bellemann, Hannes Götz Kenngott, T. Norajitra, Bastian Graser, Matthias Gondan, Felix Nickel, Beat P. Müller-Stich
Volumenänderung der Leber im Schweinemodell für Operationsplanung und intraoperativ Computerassistenz. CURAC (2012)
J. Wünscher, Hannes Götz Kenngott, Martin Wagner, Felix Nickel, Beat P. Müller-Stich
HELIOS - Heidelberg Laparoscopic Intervention and Operation Simulator. CURAC (2012)
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)
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)
Johannes Käst, Jochen Neuhaus, Felix Nickel, Hannes Kenngott, Markus Engel, Elaine Short, Michael Reiter, Hans-Peter Meinzer, Lena Maier-Hein
Der Telemanipulator daVinci als mechanisches Trackingsystem. Bildverarbeitung für die Medizin (2009)
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 da Vinci Surgical System. Bildverarbeitung für die Medizin (2008)