Martin Rajchl

发表

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images.

D. Rueckert, B. Glocker, M. Heinrich, 2017, IEEE transactions on medical imaging.

RANCOR: Non-Linear Image Registration with Total Variation Regularization pdf

Terry M. Peters, Aaron Fenster, Wu Qiu, 2014, ArXiv.

Accuracy and reproducibility of semi-automated late gadolinium enhancement quantification techniques in patients with hypertrophic cardiomyopathy

Martin Rajchl, John Stirrat, James A White, 2014, Journal of Cardiovascular Magnetic Resonance.

TABLE I : A short summary of related work , decision forest based classification and regression approaches in the literature Related Method

D. Rueckert, M. Heinrich, Ben Glocker, 2016 .

Human-level CMR image analysis with deep fully convolutional networks pdf

Ben Glocker, Daniel Rueckert, Hideaki Suzuki, 2017, ArXiv.

Ultrasound based mitral valve annulus tracking for off-pump beating heart mitral valve repair

Terry M. Peters, John Moore, Martin Rajchl, 2014, Medical Imaging.

Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging pdf

Daniel Rueckert, Bernhard Kainz, Martin Rajchl, 2018, ArXiv.

MRBrainS challenge

Ali R. Khan, Annegreet van Opbroek, Carlos A. Silva, 2018 .

Active Cardiac Sarcoidosis: First Clinical Experience of Simultaneous Positron Emission Tomography–Magnetic Resonance Imaging for the Diagnosis of Cardiac Disease

Martin Rajchl, F. Prato, R. T. Thompson, 2013, Circulation.

Fully Automated Segmentation of Left Ventricular Scar from 3D Late Gadolinium Enhancement Magnetic Resonance Imaging Using a Cascaded Multi-Planar U-Net (CMPU-Net).

Martin Rajchl, Fatemeh Zabihollahy, A James White, 2020, Medical physics.

High-resolution 3-dimensional late gadolinium enhancement scar imaging in surgically corrected Tetralogy of Fallot: clinical feasibility of volumetric quantification and visualization

James A. White, T. Peters, Martin Rajchl, 2014, Journal of Cardiovascular Magnetic Resonance.

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

Konstantinos Kamnitsas, Ben Glocker, Daniel Rueckert, 2017, BrainLes@MICCAI.

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans

Amir Alansary, Aaron Carass, Marcel Breeuwer, 2015, Comput. Intell. Neurosci..

Image-based reconstruction of three-dimensional myocardial infarct geometry for patient-specific modeling of cardiac electrophysiology.

Eranga Ukwatta, Martin Rajchl, Natalia A Trayanova, 2015, Medical physics.

Image-based reconstruction of 3D myocardial infarct geometry for patient specific applications

Eranga Ukwatta, James A. White, Martin Rajchl, 2015, Medical Imaging.

Discrete Optimisation for Group-Wise Cortical Surface Atlasing

Ben Glocker, Daniel Rueckert, Martin Rajchl, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

Konstantinos Kamnitsas, Daniel Rueckert, Bernhard Kainz, 2016, IEEE Transactions on Medical Imaging.

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI

Amir Alansary, Daniel Rueckert, Bernhard Kainz, 2016, IEEE Transactions on Medical Imaging.

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Ben Glocker, Daniel Rueckert, Bernhard Kainz, 2017, Journal of Cardiovascular Magnetic Resonance.

Ultrasound Guidance for Beating Heart Mitral Valve Repair Augmented by Synthetic Dynamic CT

Terry M. Peters, James A. White, Martin Rajchl, 2015, IEEE Transactions on Medical Imaging.

Metric learning with spectral graph convolutions on brain connectivity networks

Ben Glocker, Daniel Rueckert, Martin Rajchl, 2018, NeuroImage.

Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Ben Glocker, Daniel Rueckert, Hideaki Suzuki, 2017, MICCAI.

Multi-atlas Segmentation as a Graph Labelling Problem: Application to Partially Annotated Atlas Data

Daniel Rueckert, Paul Aljabar, Tong Tong, 2015, IPMI.

A mitral annulus tracking approach for navigation of off-pump beating heart mitral valve repair.

John Moore, Martin Rajchl, Terry M Peters, 2014, Medical physics.

Right ventricle segmentation from cardiac MRI: A collation study

Daniel Rueckert, Maria A. Zuluaga, Sébastien Ourselin, 2015, Medical Image Anal..

Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling pdf

Daniel Rueckert, Declan P. O'Regan, Wenjia Bai, 2018, MICCAI.

DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images pdf

Ben Glocker, Daniel Rueckert, Bernhard Kainz, 2017, ArXiv.

Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI

Ben Glocker, Daniel Rueckert, Nick Pawlowski, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Learning under Distributed Weak Supervision pdf

Amir Alansary, Daniel Rueckert, Bernhard Kainz, 2016, ArXiv.

Contribution of mitral valve leaflet length and septal wall thickness to outflow tract obstruction in patients with hypertrophic cardiomyopathy

James A. White, Martin Rajchl, J. White, 2017, The International Journal of Cardiovascular Imaging.

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

Aaron Fenster, Jing Yuan, Jessica Kishimoto, 2015, NeuroImage.

Structured Decision Forests for Multi-modal Ultrasound Image Registration

Daniel Rueckert, Graeme P. Penney, Kevin Keraudren, 2015, MICCAI.

Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks

Ben Glocker, Daniel Rueckert, Martin Rajchl, 2017, MICCAI.

Implicit Weight Uncertainty in Neural Networks. pdf

Ben Glocker, Nick Pawlowski, Martin Rajchl, 2017 .

Patient-specific left atrial wall-thickness measurement and visualization for radiofrequency ablation

James A. White, Martin Rajchl, Maria Drangova, 2014, Medical Imaging.

Model-Based Navigation of Left and Right Ventricular Leads to Optimal Targets for Cardiac Resynchronization Therapy: A Single-Center Feasibility Study

Martin Rajchl, Aashish Goela, Maria Drangova, 2014, Circulation. Arrhythmia and electrophysiology.

3-D Carotid Multi-Region MRI Segmentation by Globally Optimal Evolution of Coupled Surfaces

Aaron Fenster, Wu Qiu, Jing Yuan, 2013, IEEE Transactions on Medical Imaging.

Augmented Reality Image Guidance Improves Navigation for Beating Heart Mitral Valve Repair

John Moore, Chris Wedlake, Martin Rajchl, 2012, Innovations.

Globally optimal co-segmentation of three-dimensional pulmonary 1H and hyperpolarized 3He MRI with spatial consistence prior

Aaron Fenster, Jing Yuan, Martin Rajchl, 2015, Medical Image Anal..

Joint segmentation of lumen and outer wall from femoral artery MR images: Towards 3D imaging measurements of peripheral arterial disease

Aaron Fenster, Wu Qiu, Jing Yuan, 2015, Medical Image Anal..

Unsupervised Lesion Detection in Brain CT using Bayesian Convolutional Autoencoders

Konstantinos Kamnitsas, Ben Glocker, Daniel Rueckert, 2018 .

Fast Fully Automatic Segmentation of the Human Placenta from Motion Corrupted MRI

Konstantinos Kamnitsas, Amir Alansary, Ben Glocker, 2016, MICCAI.

Dual optimization based prostate zonal segmentation in 3D MR images

Aaron Fenster, Wu Qiu, Jing Yuan, 2014, Medical Image Anal..

Efficient convex optimization-based curvature dependent contour evolution approach for medical image segmentation

Aaron Fenster, Wu Qiu, Jing Yuan, 2013, Medical Imaging.

Efficient Global Optimization Based 3D Carotid AB-LIB MRI Segmentation by Simultaneously Evolving Coupled Surfaces

Aaron Fenster, Jing Yuan, Eranga Ukwatta, 2012, MICCAI.

Feature identification for image-guided transcatheter aortic valve implantation

Terry M. Peters, A. Jonathan McLeod, Martin Rajchl, 2012, Medical Imaging.

Towards Model-Enhanced Real-Time Ultrasound Guided Cardiac Interventions

Terry M. Peters, Martin Rajchl, Feng P. Li, 2011, 2011 International Conference on Intelligent Computation and Bio-Medical Instrumentation.

Left ventricle segmentation in MRI via convex relaxed distribution matching

Terry M. Peters, Jing Yuan, Martin Rajchl, 2013, Medical Image Anal..

Implicit Weight Uncertainty in Neural Networks

Ben Glocker, Martin Rajchl, Nick Pawlowski, 2017, ArXiv.

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images

Ben Glocker, Daniel Rueckert, Wenjia Bai, 2017, IEEE Transactions on Medical Imaging.

An ensemble of U-Net architecture variants for left atrial segmentation

Eranga Ukwatta, Martin Rajchl, A. D. C. Chan, 2019, Medical Imaging.

A Fast Convex Optimization Approach to Segmenting 3D Scar Tissue from Delayed-Enhancement Cardiac MR Images

Feng Li, Terry M. Peters, Jing Yuan, 2012, MICCAI.

Hierarchical max-flow segmentation framework for multi-atlas segmentation with Kohonen self-organizing map based Gaussian mixture modeling

Terry M. Peters, Wu Qiu, Jing Yuan, 2016, Medical Image Anal..

Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies

Daniel Rueckert, Paul Aljabar, Wenjia Bai, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Directed Acyclic Graph Continuous Max-Flow Image Segmentation for Unconstrained Label Orderings

Terry M. Peters, Jing Yuan, A. Jonathan McLeod, 2017, International Journal of Computer Vision.

Fast interactive multi-region cardiac segmentation with linearly ordered labels

Terry M. Peters, Jing Yuan, Eranga Ukwatta, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Fast Deformable Image Registration with Non-smooth Dual Optimization

Daniel Rueckert, Terry M. Peters, Aaron Fenster, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Three-Dimensional Nonrigid MR-TRUS Registration Using Dual Optimization

Aaron Fenster, Wu Qiu, Jing Yuan, 2015, IEEE Transactions on Medical Imaging.

Prostate Segmentation: An Efficient Convex Optimization Approach With Axial Symmetry Using 3-D TRUS and MR Images

Aaron Fenster, Wu Qiu, Jing Yuan, 2014, IEEE Transactions on Medical Imaging.

Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces from MR Images

Jianrong Xu, Aaron Fenster, Wu Qiu, 2013, MICCAI.

Jointly Segmenting Prostate Zones in 3D MRIs by Globally Optimized Coupled Level-Sets

Aaron Fenster, Xue-Cheng Tai, Wu Qiu, 2013, EMMCVPR.

Efficient 3D Multi-region Prostate MRI Segmentation Using Dual Optimization

Aaron Fenster, Wu Qiu, Jing Yuan, 2013, IPMI.

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

D. Rueckert, K. Kamnitsas, O. Oktay, 2016, IEEE Transactions on Medical Imaging.

Beyond the AHA 17-Segment Model: Motion-Driven Parcellation of the Left Ventricle

Daniel Rueckert, Declan P. O'Regan, Wenjia Bai, 2015, STACOM@MICCAI.

Employing Weak Annotations for Medical Image Analysis Problems pdf

Daniel Rueckert, Kensaku Mori, Christian Ledig, 2017, ArXiv.

Cerebral Ventricle Segmentation from 3D Pre-term IVH Neonate MR Images Using Atlas-Based Convex Optimization

Aaron Fenster, Wu Qiu, Jing Yuan, 2014, CARE@MICCAI.

Rapid Segmentation Techniques for Cardiac and Neuroimage Analysis

Martin Rajchl, Martin Rajchl, 2014 .

Comparison of semi-automated scar quantification techniques using high-resolution, 3-dimensional late-gadolinium-enhancement magnetic resonance imaging

Terry M. Peters, Martin Rajchl, Maged Goubran, 2015, The International Journal of Cardiovascular Imaging.

Distribution of guidance models for cardiac resynchronization therapy in the setting of multi-center clinical trials

Terry M. Peters, Eranga Ukwatta, James A. White, 2014, Medical Imaging.

Interactive Hierarchical-Flow Segmentation of Scar Tissue From Late-Enhancement Cardiac MR Images

Terry M. Peters, Jing Yuan, Eranga Ukwatta, 2014, IEEE Transactions on Medical Imaging.

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI

Steven G. McDonagh, D. Rueckert, J. Hajnal, 2016, IEEE Transactions on Medical Imaging.

Efficient Convex Optimization Approach to 3D Non-rigid MR-TRUS Registration

Aaron Fenster, Wu Qiu, Jing Yuan, 2013, MICCAI.

3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior

Aaron Fenster, Wu Qiu, Jing Yuan, 2014, MICCAI.

Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior

Aaron Fenster, Wu Qiu, Jing Yuan, 2013, MICCAI.

Efficient 3D Endfiring TRUS Prostate Segmentation with Globally Optimized Rotational Symmetry

Aaron Fenster, Xue-Cheng Tai, Wu Qiu, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Automated pulmonary lobar ventilation measurements using volume-matched thoracic CT and MRI

Aaron Fenster, Jing Yuan, Martin Rajchl, 2015, Medical Imaging.

Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex Optimization

Aaron Fenster, Wu Qiu, Jing Yuan, 2015, MICCAI.

Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape Prior

Aaron Fenster, Wu Qiu, Jing Yuan, 2015, MICCAI.

Abnormal Lymphatic Channels Detected by T2-Weighted MR Imaging as a Substrate for Ventricular Arrhythmia in HCM.

James A. White, Martin Rajchl, R. Yee, 2016, JACC. Cardiovascular imaging.