Martin Rajchl

Orcid: 0000-0002-9635-0253

According to our database1, Martin Rajchl authored at least 77 papers between 2012 and 2019.

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Bibliography

2019
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.
IEEE Trans. Medical Imaging, 2019

An ensemble of U-Net architecture variants for left atrial segmentation.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018
Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Metric learning with spectral graph convolutions on brain connectivity networks.
NeuroImage, 2018

Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging.
CoRR, 2018

Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging.
CoRR, 2018

NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines.
CoRR, 2018

Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Automatic Shadow Detection in 2D Ultrasound Images.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018

Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks.
IEEE Trans. Medical Imaging, 2017

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images.
IEEE Trans. Medical Imaging, 2017

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI.
IEEE Trans. Medical Imaging, 2017

Directed Acyclic Graph Continuous Max-Flow Image Segmentation for Unconstrained Label Orderings.
Int. J. Comput. Vis., 2017

DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images.
CoRR, 2017

Implicit Weight Uncertainty in Neural Networks.
CoRR, 2017

Human-level CMR image analysis with deep fully convolutional networks.
CoRR, 2017

Employing Weak Annotations for Medical Image Analysis Problems.
CoRR, 2017

Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Hierarchical max-flow segmentation framework for multi-atlas segmentation with Kohonen self-organizing map based Gaussian mixture modeling.
Medical Image Anal., 2016

Learning under Distributed Weak Supervision.
CoRR, 2016

DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks.
CoRR, 2016

Fast Fully Automatic Segmentation of the Human Placenta from Motion Corrupted MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Discrete Optimisation for Group-Wise Cortical Surface Atlasing.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Fast Deformable Image Registration with Non-smooth Dual Optimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Three-Dimensional Nonrigid MR-TRUS Registration Using Dual Optimization.
IEEE Trans. Medical Imaging, 2015

Ultrasound Guidance for Beating Heart Mitral Valve Repair Augmented by Synthetic Dynamic CT.
IEEE Trans. Medical Imaging, 2015

3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilatation (PHVD) using multi-phase geodesic level-sets.
NeuroImage, 2015

Joint segmentation of lumen and outer wall from femoral artery MR images: Towards 3D imaging measurements of peripheral arterial disease.
Medical Image Anal., 2015

Right ventricle segmentation from cardiac MRI: A collation study.
Medical Image Anal., 2015

Globally optimal co-segmentation of three-dimensional pulmonary <sup>1</sup>H and hyperpolarized <sup>3</sup>He MRI with spatial consistence prior.
Medical Image Anal., 2015

A Proximal Bregman Projection Approach to Continuous Max-Flow Problems Using Entropic Distances.
CoRR, 2015

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.
Comput. Intell. Neurosci., 2015

Image-based reconstruction of 3D myocardial infarct geometry for patient specific applications.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Optimization-based interactive segmentation interface for multi-region problems.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

A Continuous Flow-Maximisation Approach to Connectivity-Driven Cortical Parcellation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Structured Decision Forests for Multi-modal Ultrasound Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Beyond the AHA 17-Segment Model: Motion-Driven Parcellation of the Left Ventricle.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Automated pulmonary lobar ventilation measurements using volume-matched thoracic CT and MRI.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Multi-atlas Segmentation as a Graph Labelling Problem: Application to Partially Annotated Atlas Data.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
Interactive Hierarchical-Flow Segmentation of Scar Tissue From Late-Enhancement Cardiac MR Images.
IEEE Trans. Medical Imaging, 2014

Prostate Segmentation: An Efficient Convex Optimization Approach With Axial Symmetry Using 3-D TRUS and MR Images.
IEEE Trans. Medical Imaging, 2014

Dual optimization based prostate zonal segmentation in 3D MR images.
Medical Image Anal., 2014

RANCOR: Non-Linear Image Registration with Total Variation Regularization.
CoRR, 2014

A Continuous Max-Flow Approach to Multi-Labeling Problems under Arbitrary Region Regularization.
CoRR, 2014

A Continuous Max-Flow Approach to General Hierarchical Multi-Labelling Problems.
CoRR, 2014

Smoothness parameter tuning for generalized hierarchical continuous max-flow segmentation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Distribution of guidance models for cardiac resynchronization therapy in the setting of multi-center clinical trials.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Ultrasound based mitral valve annulus tracking for off-pump beating heart mitral valve repair.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Patient-specific left atrial wall-thickness measurement and visualization for radiofrequency ablation.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Cerebral Ventricle Segmentation from 3D Pre-term IVH Neonate MR Images Using Atlas-Based Convex Optimization.
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Variational Time-Implicit Multiphase Level-Sets - A Fast Convex Optimization-Based Solution.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

2013
3-D Carotid Multi-Region MRI Segmentation by Globally Optimal Evolution of Coupled Surfaces.
IEEE Trans. Medical Imaging, 2013

A Navigation Platform for Guidance of Beating Heart Transapical Mitral Valve Repair.
IEEE Trans. Biomed. Eng., 2013

Left ventricle segmentation in MRI via convex relaxed distribution matching.
Medical Image Anal., 2013

Efficient convex optimization-based curvature dependent contour evolution approach for medical image segmentation.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces from MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Efficient Convex Optimization Approach to 3D Non-rigid MR-TRUS Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Towards CT Enhanced Ultrasound Guidance for Off-pump Beating Heart Mitral Valve Repair.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

Efficient 3D Multi-region Prostate MRI Segmentation Using Dual Optimization.
Proceedings of the Information Processing in Medical Imaging, 2013

Generation of Synthetic 4D Cardiac CT Images for Guidance of Minimally Invasive Beating Heart Interventions.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2013

Jointly Segmenting Prostate Zones in 3D MRIs by Globally Optimized Coupled Level-Sets.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Efficient 3D Endfiring TRUS Prostate Segmentation with Globally Optimized Rotational Symmetry.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Real-time segmentation in 4D ultrasound with continuous max-flow.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Towards real-time 3D US-CT registration on the beating heart for guidance of minimally invasive cardiac interventions.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Feature identification for image-guided transcatheter aortic valve implantation.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Efficient Global Optimization Based 3D Carotid AB-LIB MRI Segmentation by Simultaneously Evolving Coupled Surfaces.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

A Fast Convex Optimization Approach to Segmenting 3D Scar Tissue from Delayed-Enhancement Cardiac MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Generation of Synthetic 4D Cardiac CT Images by Deformation from Cardiac Ultrasound.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2012

Fast interactive multi-region cardiac segmentation with linearly ordered labels.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A Navigation Platform for Guidance of Beating Heart Transapical Mitral Valve Repair.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012


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