Sebastian Wirkert
Sebastian Wirkert
BMW AG, Researcher for Visual Perception and Dependable AI
Verified email at dkfz-heidelberg.de
TitleCited byYear
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
292018
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
272018
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
212016
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
182016
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
132018
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
132014
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
122017
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
92016
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, 1-11, 2019
32019
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
32017
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
Universal relations for gravitational-wave asteroseismology of proto-neutron stars
A Torres-Forné, P Cerdá-Durán, M Obergaulinger, B Muller, JA Font
arXiv preprint arXiv:1902.10048, 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
A complete derivation of the association log-likelihood distance for multi-object tracking
R Altendorfer, S Wirkert
arXiv preprint arXiv:1508.04124, 2015
12015
Path assignment techniques for vehicle tracking
R Altendorfer, S Wirkert
2014 IEEE Intelligent Vehicles Symposium Proceedings, 1451-1456, 2014
12014
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
2019
Task-specific multispectral band selection
SJ Wirkert, F Isensee, AS Vemuri, LA Ayala, KH Maier-Hein, B Fei, ...
arXiv preprint arXiv:1905.11297, 2019
2019
Uncertainty handling in intra-operative multispectral imaging with invertible neural networks
TJ Adler, L Ardizzone, L Ayala, J Gröhl, A Vemuri, SJ Wirkert, ...
2019
Hyperspectral Camera Selection for Interventional Health-care
AS Vemuri, S Wirkert, L Maier-Hein
arXiv preprint arXiv:1904.02709, 2019
2019
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Articles 1–20