Michal Sofka
Orcid: 0000-0003-1684-5895
According to our database1,
Michal Sofka
authored at least 42 papers
between 2006 and 2023.
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Bibliography
2023
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
2022
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction.
Medical Image Anal., 2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2019
Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
2018
2017
Learning detectors of malicious web requests for intrusion detection in network traffic.
CoRR, 2017
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants.
Proceedings of the 25th USENIX Security Symposium, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
2014
Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN).
IEEE Trans. Medical Imaging, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
2012
IEEE Trans. Biomed. Eng., 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Integrated Detection Network (IDN) for pose and boundary estimation in medical images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Fast boosting trees for classification, pose detection, and boundary detection on a GPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Location registration and recognition (LRR) for serial analysis of nodules in lung CT scans.
Medical Image Anal., 2010
Multiple object detection by sequential monte carlo and Hierarchical Detection Network.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
2008
IEEE Trans. Inf. Technol. Biomed., 2008
Location Registration and Recognition (LRR) for Longitudinal Evaluation of Corresponding Regions in CT Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008
Commentary Paper 2 on "On Stable Dynamic Background Generation Technique Using Gaussian Mixture Models for Robust Object Detection'".
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008
Commentary Paper 2 on "Robust Unattended and Stolen Object Detection by Fusing Simple Algorithms".
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008
2007
Erratum to "Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures".
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Simultaneous Covariance Driven Correspondence (CDC) and Transformation Estimation in the Expectation Maximization Framework.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Keypoint Descriptors for Matching Across Multiple Image Modalities and Non-linear Intensity Variations.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures.
IEEE Trans. Medical Imaging, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Automatic robust image registration system: Initialization, estimation, and decision.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006