Michal Sofka
Michal Sofka
4Catalyzer
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TitleCited byYear
Retinal vessel centerline extraction using multiscale matched filters, confidence and edge measures
M Sofka, CV Stewart
IEEE transactions on medical imaging 25 (12), 1531-1546, 2006
4122006
Registration of challenging image pairs: Initialization, estimation, and decision
G Yang, CV Stewart, M Sofka, CL Tsai
IEEE transactions on pattern analysis and machine intelligence 29 (11), 1973 …, 2007
2482007
Keypoint descriptors for matching across multiple image modalities and non-linear intensity variations
A Kelman, M Sofka, CV Stewart
2007 IEEE conference on computer vision and pattern recognition, 1-7, 2007
1002007
Automatic multi-organ segmentation using learning-based segmentation and level set optimization
T Kohlberger, M Sofka, J Zhang, N Birkbeck, J Wetzl, J Kaftan, J Declerck, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2011
572011
Optimized invariant representation of network traffic for detecting unseen malware variants
K Bartos, M Sofka, V Franc
25th {USENIX} Security Symposium ({USENIX} Security 16), 807-822, 2016
472016
Multi-stage learning for robust lung segmentation in challenging CT volumes
M Sofka, J Wetzl, N Birkbeck, J Zhang, T Kohlberger, J Kaftan, J Declerck, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2011
462011
Simultaneous covariance driven correspondence (cdc) and transformation estimation in the expectation maximization framework
M Sofka, G Yang, CV Stewart
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
442007
Alignment of challenging image pairs: Refinement and region growing starting from a single keypoint correspondence
G Yang, CV Stewart, M Sofka, CL Tsai
IEEE Trans. Pattern Anal. Machine Intell 23 (11), 1973-1989, 2007
362007
Automated retinal image analysis over the internet
CL Tsai, B Madore, MJ Leotta, M Sofka, G Yang, A Majerovics, ...
IEEE Transactions on Information Technology in Biomedicine 12 (4), 480-487, 2008
342008
Multiple object detection by sequential Monte Carlo and hierarchical detection network
M Sofka, J Zhang, SK Zhou, D Comaniciu
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
322010
Identifying threats based on hierarchical classification
K Bartos, M Sofka
US Patent 9,462,008, 2016
302016
Hierarchical discriminative framework for detecting tubular structures in 3D images
D Breitenreicher, M Sofka, S Britzen, SK Zhou
International Conference on Information Processing in Medical Imaging, 328-339, 2013
302013
Automatic detection and measurement of structures in fetal head ultrasound volumes using sequential estimation and integrated detection network (IDN)
M Sofka, J Zhang, S Good, SK Zhou, D Comaniciu
IEEE Transactions on Medical Imaging 33 (5), 1054-1070, 2014
292014
Learning detector of malicious network traffic from weak labels
V Franc, M Sofka, K Bartos
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
222015
Data transmission in remote computer assisted detection
M Sofka, K Ralovich, J Zhang, SK Zhou, G Paladini, D Comaniciu
US Patent 8,811,697, 2014
222014
Vehicle equipment remote control system
S Watarai, M Sueyoshi, T Kurita, K Karino, S Asakura, A Kamikura, ...
US Patent 6,831,547, 2004
212004
Retinal vascular tree reconstruction with anatomical realism
KS Lin, CL Tsai, CH Tsai, M Sofka, SJ Chen, WY Lin
IEEE transactions on biomedical engineering 59 (12), 3337-3347, 2012
172012
Method and system for evaluation using probabilistic boosting trees
N Birkbeck, M Sofka, SK Zhou
US Patent 8,860,715, 2014
162014
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent App. 16/116,301, 2019
152019
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent App. 15/820,219, 2018
152018
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