Michal Sofka
Title
Cited by
Cited by
Year
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
4302006
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), 1973á…, 2007
2572007
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
1062007
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
672016
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-Assistedá…, 2011
622011
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-Assistedá…, 2011
522011
Identifying threats based on hierarchical classification
K Bartos, M Sofka
US Patent 9,462,008, 2016
462016
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
462007
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
372008
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
372007
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent App. 16/116,476, 2019
362019
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,534,058, 2020
352020
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
342018
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,416,264, 2019
332019
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 Patterná…, 2010
322010
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
312014
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
312013
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent App. 15/820,182, 2018
302018
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
272014
Learning detector of malicious network traffic from weak labels
V Franc, M Sofka, K Bartos
Joint European Conference on Machine Learning and Knowledge Discovery iná…, 2015
262015
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