Sebastian Wirkert
Sebastian Wirkert
BMW AG, Researcher for Visual Perception and Dependable AI
Verified email at dkfz-heidelberg.de
Title
Cited by
Cited by
Year
nnu-net: Self-adapting framework for u-net-based medical image segmentation
F Isensee, J Petersen, A Klein, D Zimmerer, PF Jaeger, S Kohl, ...
arXiv preprint arXiv:1809.10486, 2018
932018
Analyzing inverse problems with invertible neural networks
L Ardizzone, J Kruse, S Wirkert, D Rahner, EW Pellegrini, RS Klessen, ...
arXiv preprint arXiv:1808.04730, 2018
742018
Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression
SJ Wirkert, H Kenngott, B Mayer, P Mietkowski, M Wagner, P Sauer, ...
International journal of computer assisted radiology and surgery 11 (6), 909-917, 2016
312016
Crowd-algorithm collaboration for large-scale endoscopic image annotation with confidence
L Maier-Hein, T Ross, J Gröhl, B Glocker, S Bodenstedt, C Stock, E Heim, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
282016
Uncertainty-aware organ classification for surgical data science applications in laparoscopy
S Moccia, SJ Wirkert, H Kenngott, AS Vemuri, M Apitz, B Mayer, ...
IEEE Transactions on Biomedical Engineering 65 (11), 2649-2659, 2018
232018
Physiological parameter estimation from multispectral images unleashed
SJ Wirkert, AS Vemuri, HG Kenngott, S Moccia, M Götz, BFB Mayer, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
202017
Endoscopic Sheffield index for unsupervised in vivo spectral band selection
SJ Wirkert, NT Clancy, D Stoyanov, S Arya, GB Hanna, HP Schlemmer, ...
International Workshop on Computer-Assisted and Robotic Endoscopy, 110-120, 2014
172014
Sensor fusion as an enabling technology for safety-critical driver assistance systems
R Altendorfer, S Wirkert, S Heinrichs-Bartscher
SAE International Journal of Passenger Cars-Electronic and Electrical …, 2010
122010
Tissue classification for laparoscopic image understanding based on multispectral texture analysis
Y Zhang, SJ Wirkert, J Iszatt, H Kenngott, M Wagner, B Mayer, C Stock, ...
Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and …, 2016
112016
Universal Relations for Gravitational-Wave Asteroseismology of Protoneutron Stars
A Torres-Forné, P Cerdá-Durán, M Obergaulinger, B Müller, JA Font
Physical review letters 123 (5), 051102, 2019
102019
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
TJ Adler, L Ardizzone, A Vemuri, L Ayala, J Gröhl, T Kirchner, S Wirkert, ...
International journal of computer assisted radiology and surgery 14 (6), 997 …, 2019
72019
Tissue classification for laparoscopic image understanding based on multispectral texture analysis
Y Zhang, S Wirkert, J Iszatt, H Kenngott, M Wagner, B Mayer, C Stock, ...
Journal of Medical Imaging 4 (1), 015001, 2017
62017
Why the association log-likelihood distance should be used for measurement-to-track association
R Altendorfer, S Wirkert
2016 IEEE Intelligent Vehicles Symposium (IV), 258-265, 2016
22016
Path assignment techniques for vehicle tracking
R Altendorfer, S Wirkert
2014 IEEE Intelligent Vehicles Symposium Proceedings, 1451-1456, 2014
22014
Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis
LA Ayala, SJ Wirkert, J Gröhl, MA Herrera, A Hernandez-Aguilera, ...
OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical …, 2019
12019
Hyperspectral camera selection for interventional health-care
AS Vemuri, S Wirkert, L Maier-Hein
arXiv preprint arXiv:1904.02709, 2019
12019
Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain
L Ayala, SJ Wirkert, MA Herrera, A Hernández-Aguilera, AS Vermuri, ...
Bildverarbeitung für die Medizin 2019, 244-244, 2019
12019
Domain and task specific multispectral band selection (conference presentation)
SJ Wirkert, F Isensee, AS Vemuri, K Maier-Hein, B Fei, L Maier-Hein
Design and Quality for Biomedical Technologies XI 10486, 104860H, 2018
12018
Multispectral image analysis in laparoscopy–A machine learning approach to live perfusion monitoring
SJ Wirkert
PhD, Karlsruhe Institute of Technology (KIT), 2018
12018
A complete derivation of the association log-likelihood distance for multi-object tracking
R Altendorfer, S Wirkert
arXiv preprint arXiv:1508.04124, 2015
12015
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