Michal Sofka

46 papers A* 4A 2B 4C 2Journal 14Unranked 19
YearRankTypeTitle / Venue / Authors
2023 A conf
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
WACV
Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2023 J jnl
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction.
CoRR
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2022 — conf
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
MICCAI (6)
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
2022 J jnl
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
CoRR
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
2022 J jnl
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
CoRR
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2022 J jnl
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction.
Medical Image Anal.
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2019 — conf
Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction.
MICCAI (3)
Jo Schlemper, Seyed Sadegh Mohseni Salehi, Prantik Kundu, Carole Lazarus, Hadrien Dyvorne, Daniel Rueckert, Michal Sofka
2019 — conf
Straight to the Point: Reinforcement Learning for User Guidance in Ultrasound.
SUSI/PIPPI@MICCAI
Fausto Milletari, Vighnesh Birodkar, Michal Sofka
2019 J jnl
Straight to the point: reinforcement learning for user guidance in ultrasound.
CoRR
Fausto Milletari, Vighnesh Birodkar, Michal Sofka
2018 J jnl
Learning data discretization via convex optimization.
Mach. Learn.
Vojtech Franc, Ondrej Fikar, Karel Bartos, Michal Sofka
2017 — conf
Fully Convolutional Regression Network for Accurate Detection of Measurement Points.
DLMIA/ML-CDS@MICCAI
Michal Sofka, Fausto Milletari, Jimmy Jia, Alex Rothberg
2017 — conf
Integrating Statistical Prior Knowledge into Convolutional Neural Networks.
MICCAI (1)
Fausto Milletari, Alex Rothberg, Jimmy Jia, Michal Sofka
2017 J jnl
Learning detectors of malicious web requests for intrusion detection in network traffic.
CoRR
Lukás Machlica, Karel Bartos, Michal Sofka
2016 A conf
Learning Invariant Representation for Malicious Network Traffic Detection.
ECAI
Karel Bartos, Michal Sofka, Vojtech Franc
2016 A* conf
Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants.
USENIX Security Symposium
Karel Bartos, Michal Sofka, Vojtech Franc
2015 — conf
Learning Detector of Malicious Network Traffic from Weak Labels.
ECML/PKDD (3)
Vojtech Franc, Michal Sofka, Karel Bartos
2015 — conf
Robust Representation for Domain Adaptation in Network Security.
ECML/PKDD (3)
Karel Bartos, Michal Sofka
2014 J jnl
Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN).
IEEE Trans. Medical Imaging
Michal Sofka, Jingdan Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu
2014 — conf
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints.
MICCAI (1)
Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu, Shaohua Kevin Zhou
2014 — conf
Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning.
MICCAI (1)
Dijia Wu, Michal Sofka, Neil Birkbeck, Shaohua Kevin Zhou
2013 — conf
A splice-guided data driven interactive editing.
ISBI
Noha El-Zehiry, Marie-Pierre Jolly, Michal Sofka
2013 — conf
Automatic Nuchal Translucency Measurement from Ultrasonography.
MICCAI (3)
Jin Hyeong Park, Michal Sofka, Sunmi Lee, Daeyoung Kim, Shaohua Kevin Zhou
2013 — conf
Hierarchical Discriminative Framework for Detecting Tubular Structures in 3D Images.
IPMI
Dirk Breitenreicher, Michal Sofka, Stefan Britzen, Shaohua Kevin Zhou
2013 — conf
IntellEditS: Intelligent Learning-Based Editor of Segmentations.
MICCAI (3)
Adam P. Harrison, Neil Birkbeck, Michal Sofka
2012 J jnl
Retinal Vascular Tree Reconstruction With Anatomical Realism.
IEEE Trans. Biomed. Eng.
Kai-Shung Lin, Chia-Ling Tsai, Chih-Hsiangng Tsai, Michal Sofka, Shih-Jen Chen, Wei-Yang Lin
2011 — conf
Automatic Contrast Phase Estimation in CT Volumes.
MICCAI (3)
Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2011 — conf
Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization.
MICCAI (3)
Timo Kohlberger, Michal Sofka, Jingdan Zhang, Neil Birkbeck, Jens Wetzl, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
2011 — conf
Fast boosting trees for classification, pose detection, and boundary detection on a GPU.
CVPR Workshops
Neil Birkbeck, Michal Sofka, Shaohua Kevin Zhou
2011 — conf
Integrated Detection Network (IDN) for pose and boundary estimation in medical images.
ISBI
Michal Sofka, Kristof Ralovich, Neil Birkbeck, Jingdan Zhang, Shaohua Kevin Zhou
2011 — conf
Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes.
MICCAI (3)
Michal Sofka, Jens Wetzl, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
2010 J jnl
Location registration and recognition (LRR) for serial analysis of nodules in lung CT scans.
Medical Image Anal.
Michal Sofka, Charles V. Stewart
2010 A* conf
Multiple object detection by sequential monte carlo and Hierarchical Detection Network.
CVPR
Michal Sofka, Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu
2009 C conf
Vascular Tree Construction with Anatomical Realism for Retinal Images.
BIBE
Kai-Shung Lin, Chia-Ling Tsai, Michal Sofka, Chih-Hsiangng Tsai, Shih-Jen Chen, Wei-Yang Lin
2008 J jnl
Automated Retinal Image Analysis Over the Internet.
IEEE Trans. Inf. Technol. Biomed.
Chia-Ling Tsai, Benjamin Madore, Matthew J. Leotta, Michal Sofka, Gehua Yang, Anna Majerovics, Howard L. Tanenbaum, Charles V. Stewart, Badrinath Roysam
2008 B conf
Commentary Paper 2 on "On Stable Dynamic Background Generation Technique Using Gaussian Mixture Models for Robust Object Detection'".
AVSS
Michal Sofka
2008 B conf
Commentary Paper 2 on "Robust Unattended and Stolen Object Detection by Fusing Simple Algorithms".
AVSS
Michal Sofka
2008 B conf
Commentary Paper on "Shadow Removal in Indoor Scenes".
AVSS
Michal Sofka
2008 — conf
Location Registration and Recognition (LRR) for Longitudinal Evaluation of Corresponding Regions in CT Volumes.
MICCAI (2)
Michal Sofka, Charles V. Stewart
2008 — —
Theoretical and practical problems in feature-based registration.
Michal Sofka
2007 J jnl
Erratum to "Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures".
IEEE Trans. Medical Imaging
Michal Sofka, Charles V. Stewart
2007 A* conf
Keypoint Descriptors for Matching Across Multiple Image Modalities and Non-linear Intensity Variations.
CVPR
Avi Kelman, Michal Sofka, Charles V. Stewart
2007 J jnl
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision.
IEEE Trans. Pattern Anal. Mach. Intell.
Gehua Yang, Charles V. Stewart, Michal Sofka, Chia-Ling Tsai
2007 A* conf
Simultaneous Covariance Driven Correspondence (CDC) and Transformation Estimation in the Expectation Maximization Framework.
CVPR
Michal Sofka, Gehua Yang, Charles V. Stewart
2006 B conf
A Correspondence-Based Software Toolkit for Image Registration.
SMC
Chia-Ling Tsai, Charles V. Stewart, A. G. Amitha Perera, Ying-Lin Lee, Gehua Yang, Michal Sofka
2006 C conf
Automatic robust image registration system: Initialization, estimation, and decision.
ICVS
Gehua Yang, Charles V. Stewart, Michal Sofka, Chia-Ling Tsai
2006 J jnl
Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures.
IEEE Trans. Medical Imaging
Michal Sofka, Charles V. Stewart