Michal Sofka

According to our database1, Michal Sofka authored at least 38 papers between 2006 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

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

Straight to the Point: Reinforcement Learning for User Guidance in Ultrasound.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

2018
Learning data discretization via convex optimization.
Mach. Learn., 2018

2017
Learning detectors of malicious web requests for intrusion detection in network traffic.
CoRR, 2017

Fully Convolutional Regression Network for Accurate Detection of Measurement Points.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Integrating Statistical Prior Knowledge into Convolutional Neural Networks.
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

Learning Invariant Representation for Malicious Network Traffic Detection.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Learning Detector of Malicious Network Traffic from Weak Labels.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Robust Representation for Domain Adaptation in Network Security.
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

Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Automatic Nuchal Translucency Measurement from Ultrasonography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

IntellEditS: Intelligent Learning-Based Editor of Segmentations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A splice-guided data driven interactive editing.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Hierarchical Discriminative Framework for Detecting Tubular Structures in 3D Images.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Retinal Vascular Tree Reconstruction With Anatomical Realism.
IEEE Trans. Biomed. Eng., 2012

2011
Automatic Contrast Phase Estimation in CT Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes.
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
Vascular Tree Construction with Anatomical Realism for Retinal Images.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008
Automated Retinal Image Analysis Over the Internet.
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

Commentary Paper on "Shadow Removal in Indoor Scenes".
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

Registration of Challenging Image Pairs: Initialization, Estimation, and Decision.
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

A Correspondence-Based Software Toolkit for Image Registration.
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


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