Segui
Sebastian Wirkert
Sebastian Wirkert
BMW AG, Researcher for Visual Perception and Dependable AI
Email verificata su dkfz-heidelberg.de
Titolo
Citata da
Citata da
Anno
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
8172018
Analyzing inverse problems with invertible neural networks
L Ardizzone, J Kruse, S Wirkert, D Rahner, EW Pellegrini, RS Klessen, ...
ICLR 2019, 2018
5152018
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, 909-917, 2016
582016
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
562018
Inspect, understand, overcome: A survey of practical methods for ai safety
S Houben, S Abrecht, M Akila, A Bär, F Brockherde, P Feifel, ...
Deep Neural Networks and Data for Automated Driving: Robustness, Uncertainty …, 2022
512022
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, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016
452016
batchgenerators—a python framework for data augmentation
F Isensee, P Jäger, J Wasserthal, D Zimmerer, J Petersen, S Kohl, ...
Version 0.19 6, 2020
422020
Physiological parameter estimation from multispectral images unleashed
SJ Wirkert, AS Vemuri, HG Kenngott, S Moccia, M Götz, BFB Mayer, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
382017
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, 997-1007, 2019
322019
nnU-Net: self-adapting framework for U-Net-based medical image segmentation. 2018
F Isensee, J Petersen, A Klein, D Zimmerer, PF Jaeger, S Kohl, ...
arXiv preprint arXiv:1809.10486, 1809
261809
Endoscopic Sheffield Index for Unsupervised In Vivo Spectral Band Selection
SJ Wirkert, NT Clancy, D Stoyanov, S Arya, GB Hanna, HP Schlemmer, ...
Computer-Assisted and Robotic Endoscopy: First International Workshop, CARE …, 2014
232014
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, ...
Journal of Medical Imaging 4 (1), 015001-015001, 2017
212017
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
172010
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
142019
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
132016
Band selection for oxygenation estimation with multispectral/hyperspectral imaging
L Ayala, F Isensee, SJ Wirkert, AS Vemuri, KH Maier-Hein, B Fei, ...
Biomedical Optics Express 13 (3), 1224-1242, 2022
112022
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
102016
Lidar upsampling with sliced wasserstein distance
A Savkin, Y Wang, S Wirkert, N Navab, F Tombari
IEEE Robotics and Automation Letters 8 (1), 392-399, 2022
92022
Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery
L Ayala, TJ Adler, S Seidlitz, S Wirkert, C Engels, A Seitel, J Sellner, ...
Science advances 9 (10), eadd6778, 2023
82023
Multispectral Image Analysis in Laparoscopy-A Machine Learning Approach to Live Perfusion Monitoring
SJ Wirkert
KIT-Bibliothek, 2018
82018
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20