Sebastian J. Wirkert

According to our database, Sebastian J. Wirkert authored at least 20 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Video-rate multispectral imaging in laparoscopic surgery: First-in-human application.

Leonardo Ayala, Sebastian J. Wirkert, Anant Vemuri, Tim Adler, Silvia Seidlitz, Sebastian Pirmann, Christina Engels, Dogu Teber, Lena Maier-Hein

CoRR, 2021

2020

Light source calibration for multispectral imaging in surgery.

Leonardo Ayala, Silvia Seidlitz, Anant Vemuri, Sebastian J. Wirkert, Thomas Kirchner, Tim J. Adler, Christina Engels, Dogu Teber, Lena Maier-Hein

Int. J. Comput. Assist. Radiol. Surg., 2020

2019

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks.

Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein

Int. J. Comput. Assist. Radiol. Surg., 2019

Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis.

Leonardo A. Ayala, Sebastian J. Wirkert, Janek Gröhl, Mildred A. Herrera, Adrián Hernández-Aguilera, Anant Suraj Vemuri, Edgar Santos, Lena Maier-Hein

Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019

Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation.

Fabian Isensee, Jens Petersen, André Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Köhler, Tobias Norajitra, Sebastian J. Wirkert, Klaus H. Maier-Hein

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain.

Leonardo Ayala, Sebastian J. Wirkert, Mildred A. Herrera, Adrián Hernández-Aguilera, Anant Suraj Vemuri, Edgar Santos, Lena Maier-Hein

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Multispectral image analysis in laparoscopy - A machine learning approach to live perfusion monitoring

Sebastian J. Wirkert

PhD thesis, 2018

Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy.

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

IEEE Trans. Biomed. Eng., 2018

nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation.

Fabian Isensee, Jens Petersen, André Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Köhler, Tobias Norajitra, Sebastian J. Wirkert, Klaus H. Maier-Hein

CoRR, 2018

Analyzing Inverse Problems with Invertible Neural Networks.

Lynton Ardizzone, Jakob Kruse, Sebastian J. Wirkert, Daniel Rahner, Eric W. Pellegrini, Ralf S. Klessen, Lena Maier-Hein, Carsten Rother, Ullrich Köthe

CoRR, 2018

Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed.

Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus Hermann Maier-Hein, Daniel S. Elson, Lena Maier-Hein

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

Physiological Parameter Estimation from Multispectral Images Unleashed.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression.

Sebastian J. Wirkert, Hannes Kenngott, Benjamin F. B. Mayer, Patrick Mietkowski, Martin Wagner, Peter Sauer, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein

Int. J. Comput. Assist. Radiol. Surg., 2016

Tissue classification for laparoscopic image understanding based on multispectral texture analysis.

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

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Why the association log-likelihood distance should be used for measurement-to-track association.

Richard Altendorfer, Sebastian J. Wirkert

Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

2015

A Complete Derivation Of The Association Log-Likelihood Distance For Multi-Object Tracking.

Richard Altendorfer, Sebastian J. Wirkert

CoRR, 2015

2014

Endoscopic Sheffield Index for Unsupervised In Vivo Spectral Band Selection.

Sebastian J. Wirkert, Neil T. Clancy, Danail Stoyanov, Shobhit Arya, George B. Hanna, Heinz-Peter Schlemmer, Peter Sauer, Daniel S. Elson, Lena Maier-Hein

Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

Path assignment techniques for vehicle tracking.

Richard Altendorfer, Sebastian J. Wirkert

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

2010

Bayesian GOETHE Tracking.

Sebastian J. Wirkert, Emmanuel Dellandréa, Liming Chen

Proceedings of the 20th International Conference on Pattern Recognition, 2010