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Michal Sofka
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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
4852006
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
3162007
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
1632016
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
1292007
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,416,264, 2019
1002019
Identifying threats based on hierarchical classification
K Bartos, M Sofka
US Patent 9,462,008, 2016
972016
Deep learning techniques for magnetic resonance image reconstruction
J Schlemper, SSM Salehi, M Sofka, P Kundu, Z Wang, C Lazarus, ...
US Patent 11,467,239, 2022
902022
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,955,504, 2021
812021
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,816,629, 2020
762020
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,534,058, 2020
752020
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, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
752011
Systems and methods for automated detection in magnetic resonance images
M Sofka, JM Rothberg, GL Charvat, TS Ralston
US Patent 10,585,156, 2020
732020
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, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
682011
Automated image acquisition for assisting a user to operate an ultrasound device
D Nouri, A Rothberg, JM Rothberg, M De Jonge, J Jia, M Sofka, A Neben
US Patent 10,993,697, 2021
612021
Learning detector of malicious network traffic from weak labels
V Franc, M Sofka, K Bartos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
602015
Multi-coil magnetic resonance imaging using deep learning
J Schlemper, SSM Salehi, M Sofka
US Patent 11,324,418, 2022
572022
Integrating statistical prior knowledge into convolutional neural networks
F Milletari, A Rothberg, J Jia, M Sofka
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
572017
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
532007
Deep learning techniques for alignment of magnetic resonance images
J Schlemper, SSM Salehi, M Sofka
US Patent 11,344,219, 2022
482022
Self ensembling techniques for generating magnetic resonance images from spatial frequency data
J Schlemper, SSM Salehi, M Sofka
US Patent 11,185,249, 2021
482021
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