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List of works by Daniel Rueckert

3-D Reconstruction in Canonical Co-Ordinate Space From Arbitrarily Oriented 2-D Images

3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation

3D cardiac cine reconstruction from free-breathing 2D real-time image acquisitions using iterative motion correction

4D Blood Flow Reconstruction Over the Entire Ventricle From Wall Motion and Blood Velocity Derived From Ultrasound Data

scientific article published on May 2015

4D motion modeling of the coronary arteries from CT images for robotic assisted minimally invasive surgery

A Computational White Matter Atlas for Aging with Surface-Based Representation of Fasciculi

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

scientific article published on 13 October 2017

A Framework Combining Multi-sequence MRI for Fully Automated Quantitative Analysis of Cardiac Global And Regional Functions

A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks.

scientific article published on 6 August 2013

A Method to Standardize Quantification of Left Atrial Scar From Delayed-Enhancement MR Images

scientific article

A Multi-image Graph Cut Approach for Cardiac Image Segmentation and Uncertainty Estimation

A Multicenter, Scan-Rescan, Human and Machine Learning CMR Study to Test Generalizability and Precision in Imaging Biomarker Analysis

scientific article published on 24 September 2019

A Novel Algorithm for Heart Motion Analysis Based on Geometric Constraints

scientific article published on 01 January 2008

A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease

scientific article published on April 2016

A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections

A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

scientific article published in 2021

A Robust Mosaicing Method with Super-Resolution for Optical Medical Images

scholarly article by Mingxing Hu et al published 2010 in Lecture Notes in Computer Science

A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation

A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion

scientific article published on September 2015

A combined manifold learning analysis of shape and appearance to characterize neonatal brain development

scientific article published on 22 July 2011

A common neonatal image phenotype predicts adverse neurodevelopmental outcome in children born preterm

scientific article

A comparison of the tissue classification and the segmentation propagation techniques in MRI brain image segmentation

A comprehensive cardiac motion estimation framework using both untagged and 3-D tagged MR images based on nonrigid registration

scientific article published on 15 February 2012

A data-driven approach to optimising the encoding for multi-shell diffusion MRI with application to neonatal imaging

scientific article published on 06 July 2020

A deformable model for the reconstruction of the neonatal cortex

A dynamic 4D probabilistic atlas of the developing brain.

scientific article published on 20 October 2010

A dynamic approach to the recognition of 3D facial expressions and their temporal models

A flexible graphical model for multi-modal parcellation of the cortex.

scientific article published on 6 September 2017

A framework for combining a motion atlas with non-motion information to learn clinically useful biomarkers: Application to cardiac resynchronisation therapy response prediction.

scientific article

A generic framework for privacy preserving deep learning ⬇️

scholarly article published 13 November 2018

A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging

scientific article published on 16 October 2020

A large margin algorithm for automated segmentation of white matter hyperintensity

article by Chen Qin et al published May 2018 in Pattern Recognition

A multivariate statistical analysis of the developing human brain in preterm infants

article published in 2007

A new automated system to identify a consistent sampling position to make tissue Doppler and transmitral Doppler measurements of E, E' and E/E'

scientific article published on 20 November 2010

A population-based phenome-wide association study of cardiac and aortic structure and function

scientific article published on 24 August 2020

A probabilistic framework to infer brain functional connectivity from anatomical connections

scientific article published in January 2011

A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: application to cardiac MR images

scientific article

A prospective evaluation of cardiovascular magnetic resonance measures of dyssynchrony in the prediction of response to cardiac resynchronization therapy

scientific article published on August 2014

A repository of MR morphometry data in Alzheimer's disease and mild cognitive impairment

scholarly article published March 2011

A review on automatic fetal and neonatal brain MRI segmentation

scientific article

A robust similarity measure for volumetric image registration with outliers

A whole brain morphometric analysis of changes associated with pre-term birth

Abnormal deep grey matter development following preterm birth detected using deformation-based morphometry.

scientific article published on 3 May 2006

Acquisition and voxelwise analysis of multi-subject diffusion data with tract-based spatial statistics

scientific article

Adaptive scan strategies for fetal MRI imaging using slice to volume techniques

Adverse changes in left ventricular structure begin at normotensive systolic blood pressures: a high resolution MRI study.

scientific article published on 3 February 2015

An Automatic Data Assimilation Framework for Patient-Specific Myocardial Mechanical Parameter Estimation

An automatic segmentation for improved visualization of atrial ablation lesions using magnetic resonance imaging.

scientific article published on 2 February 2011

An evaluation of four automatic methods of segmenting the subcortical structures in the brain.

scientific article published on 20 May 2009

An exploration of task based fMRI in neonates using echo-shifting to allow acquisition at longer TE without loss of temporal efficiency

scientific article published on 18 December 2015

An optimised tract-based spatial statistics protocol for neonates: applications to prematurity and chronic lung disease

scientific article

Analysis of 3-D myocardial motion in tagged MR images using nonrigid image registration

scientific article published in October 2004

Analysis of myocardial motion in tagged MR images using nonrigid image registration

Analysis of serial magnetic resonance images of mouse brains using image registration

scientific article published on 29 October 2008

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

scientific article published on 26 September 2017

Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data

scientific article published on 01 January 2014

Assessment of brain growth in early childhood using deformation-based morphometry.

scientific article

Atlas selection strategy for automatic segmentation of pediatric brain MRIs into 83 ROIs

Atlas-based registration parameters in segmenting sub-cortical regions from brain MRI-images

Attention gated networks: Learning to leverage salient regions in medical images

scientific article published on 05 February 2019

Augmented reality image guidance for minimally invasive coronary artery bypass

Autoadaptive motion modelling for MR-based respiratory motion estimation

scientific article published on 9 June 2016

Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests

scientific article published on 11 June 2017

Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features

Automated abdominal multi-organ segmentation with subject-specific atlas generation.

scientific article published on 3 June 2013

Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: a 2-center study

scientific article published on 16 May 2013

Automated camera calibration for image-guided surgery using intensity-based registration

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

scientific article published on 14 September 2018

Automated fetal brain segmentation from 2D MRI slices for motion correction.

scientific article published on 22 July 2014

Automated localization of periventricular and subcortical white matter lesions

scholarly article published 8 March 2007

Automated measurement of local white matter lesion volume.

scientific article published on 11 November 2011

Automated morphological analysis of magnetic resonance brain imaging using spectral analysis

scientific article published on 9 August 2008

Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project

scientific article published on 28 May 2018

Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study

scientific article published on 14 March 2019

Automated quantification and analysis of facial asymmetry in children with arthritis in the temporomandibular joint

Automated quantification and analysis of mandibular asymmetry

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

scientific article published on 23 January 2019

Automatic Brain Localization in Fetal MRI Using Superpixel Graphs

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

scientific article published on 22 April 2019

Automatic Cardiac Motion Tracking Using Both Untagged and 3D Tagged MR Images

Automatic MRI Quantifying Methods in Behavioral-Variant Frontotemporal Dementia Diagnosis.

scientific article published in January 2018

Automatic Segmentation of Different Pathologies from Cardiac Cine MRI Using Registration and Multiple Component EM Estimation

scholarly article by Wenzhe Shi et al published 2011 in Lecture Notes in Computer Science

Automatic Segmentation of Left Atrial Geometry from Contrast-Enhanced Magnetic Resonance Images Using a Probabilistic Atlas

Automatic Segmentation of Left Atrial Scar from Delayed-Enhancement Magnetic Resonance Imaging

Automatic anatomical brain MRI segmentation combining label propagation and decision fusion

scientific article published on 24 July 2006

Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration

scientific article published in August 2003

Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling

scientific article published in September 2002

Automatic cortical segmentation in the developing brain

scientific article

Automatic detection and quantification of hippocampal atrophy on MRI in temporal lobe epilepsy: a proof-of-principle study

scientific article

Automatic detection of coronary stent struts in intravascular OCT imaging

Automatic extraction of the left atrial anatomy from MR for atrial fibrillation ablation

Automatic morphometry in Alzheimer's disease and mild cognitive impairment

scientific article

Automatic quantification of changes in bone in serial MR images of joints

scientific article published in December 2006

Automatic quantification of normal cortical folding patterns from fetal brain MRI.

scientific article published on 25 January 2014

Automatic segmentation and identification of solitary pulmonary nodules on follow-up CT scans based on local intensity structure analysis and non-rigid image registration

Automatic segmentation and reconstruction of the cortex from neonatal MRI.

scientific article published on 7 August 2007

Automatic segmentation of brain MRIs and mapping neuroanatomy across the human lifespan

Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest.

scientific article published on 3 December 2007

Automatic segmentation of pediatric brain MRIs using a maximum probability pediatric atlas

Automatic volumetry can reveal visually undetected disease features on brain MR images in temporal lobe epilepsy

Automatic volumetry on MR brain images can support diagnostic decision making

scientific article

Automatic whole brain MRI segmentation of the developing neonatal brain

scientific article published on 6 May 2014

Automatical vessel wall detection in intravascular coronary OCT

Benchmarking framework for myocardial tracking and deformation algorithms: an open access database.

scientific article

Beyond the g-factor limit in sensitivity encoding using joint histogram entropy

scientific article

Brain Connectivity Measures Improve Modeling of Functional Outcome After Acute Ischemic Stroke

scientific article published on 12 September 2019

Brain Extraction Using Label Propagation and Group Agreement: Pincram

scientific article published on 10 July 2015

Brain lesion segmentation through image synthesis and outlier detection.

scientific article published on 8 September 2017

CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

scientific article published on 13 August 2020

Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch

scientific article published on 01 January 2013

Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction

scholarly article by Ilkay Oksuz et al published 2018 in Lecture Notes in Computer Science

Cardiac Rhythm Device Identification Using Neural Networks.

scientific article published on 27 March 2019

Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge

scientific article published in 2022

Cascade Registration of Micro CT Volumes Taken in Multiple Resolutions

Catheter tracking in 3D echocardiographic sequences based on tracking in 2D X-ray sequences for cardiac catheterization interventions

Cerebral atrophy measurements using Jacobian integration: comparison with the boundary shift integral

scientific article published on 3 May 2006

Classification and lateralization of temporal lobe epilepsies with and without hippocampal atrophy based on whole-brain automatic MRI segmentation

scientific article

Combining Morphological Information in a Manifold Learning Framework: Application to Neonatal MRI

Common genetic variants and risk of brain injury after preterm birth.

scientific article

Comparison and Evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI

article

Comparison and evaluation of rigid, affine, and nonrigid registration of breast MR images

scientific article published in September 1999

Computation on shape manifold for atlas generation: application to whole heart segmentation of cardiac MRI

Computational anatomy for multi-organ analysis in medical imaging: A review

scientific article published on 15 May 2019

Construction of a 4D Brain Atlas and Growth Model Using Diffeomorphic Registration

Construction of a 4D Statistical Atlas of the Cardiac Anatomy and Its Use in Classification

scientific article published on 01 January 2005

Construction of a 4D atlas of the developing brain using non-rigid registration

Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression

scientific article

Construction of a dynamic 4D probabilistic atlas for the developing brain

Construction of a neonatal cortical surface atlas using Multimodal Surface Matching in the Developing Human Connectome Project

scientific article published on 14 June 2018

Construction of a patient-specific atlas of the brain: Application to normal aging

Construction of a statistical model for cardiac motion analysis using nonrigid image registration

scientific article published in July 2003

Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction

scientific article published on 06 August 2018

Coronary Motion Estimation from CTA Using Probability Atlas and Diffeomorphic Registration

Coronary Motion Modelling for Augmented Reality Guidance of Endoscopic Coronary Artery Bypass

Coronary artery motion modeling from 3D cardiac CT sequences using template matching and graph search

Correction: Brain Extraction Using Label Propagation and Group Agreement: Pincram

scientific article published on 12 August 2015

Corrigendum to “An evaluation of four automatic methods of segmenting the subcortical structures in the brain” [NeuroImage 47 (2009) 1435–1447]

scholarly article published in NeuroImage

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs

scientific article published in 2022

Cortical morphology at birth reflects spatiotemporal patterns of gene expression in the fetal human brain

scientific article published on 23 November 2020

DRINet for Medical Image Segmentation

scientific article published on 10 May 2018

Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier.

scientific article

Data-specific feature point descriptor matching using dictionary learning and graphical models

Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection

scholarly article by Ilkay Oksuz et al published 2018 in Lecture Notes in Computer Science

Deep Learning for Cardiac Image Segmentation: A Review

scientific article published on 05 March 2020

Deep learning cardiac motion analysis for human survival prediction

scientific article published on 01 February 2019

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

scientific article published on 9 November 2016

DeepMedic for Brain Tumor Segmentation

Deformation Based Morphometry Analysis of Serial Magnetic Resonance Images of Mouse Brains

Deformation based morphmetry and atlas based label segmentation: Application to serial mouse brain images

Dense Multi-frame Optic Flow for Non-rigid Objects Using Subspace Constraints

Detecting regional changes in myocardial contraction patterns using MRI

Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain

scientific article published on 12 June 2020

Development of the Corticospinal and Callosal Tracts from Extremely Premature Birth up to 2 Years of Age

scientific article published on 8 May 2015

Dictionary learning and time sparsity for dynamic MR data reconstruction

scientific article

Dictionary learning and time sparsity in dynamic MRI

scientific article published on 01 January 2012

Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation

article published in 2011

Diffeomorphic registration using B-splines

scientific article published on 01 January 2006

Differential Dementia Diagnosis on Incomplete Data with Latent Trees

scholarly article by Christian Ledig et al published 2016 in Lecture Notes in Computer Science

Differential diagnosis of neurodegenerative diseases using structural MRI data

scientific article

Diffusion tensor imaging (DTI) of the brain in moving subjects: application to in-utero fetal and ex-utero studies

scientific article

Discriminating electrocardiographic responses to His-bundle pacing using machine learning

scientific article published on 01 July 2020

Discriminative dictionary learning for abdominal multi-organ segmentation

scientific article

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

scientific article published on 02 June 2018

Distortion correction in fetal EPI using non-rigid registration with Laplacian constraint

Distortion correction in fetal EPI using non-rigid registration with a Laplacian constraint.

scientific article published on 9 February 2017

Dynamic Changes in White Matter Abnormalities Correlate With Late Improvement and Deterioration Following TBI: A Diffusion Tensor Imaging Study.

scientific article published on 28 April 2015

Dynamic patterns of cortical expansion during folding of the preterm human brain

scientific article published on 5 March 2018

Dynamic patterns of cortical expansion during folding of the preterm human brain

Early growth in brain volume is preserved in the majority of preterm infants

scientific article published on 01 August 2007

Editorial

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation ⬇️

scientific article published on 29 October 2016

Efficient, high-performance semantic segmentation using multi-scale feature extraction

scientific article published on 19 August 2021

Erratum to Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression [NeuroImage 59/3(2012) 2255–2265]

scholarly article published in NeuroImage

Evaluating combinations of diagnostic tests to discriminate different dementia types

scholarly article by Marie Bruun et al published 2018 in Alzheimer's & dementia (Amsterdam, Netherlands)

Evaluating reinforcement learning agents for anatomical landmark detection

scientific article published on 14 February 2019

Evaluating severity of white matter lesions from computed tomography images with convolutional neural network

scientific article published on 13 April 2020

Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

scientific article published on 13 January 2009

Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT

scientific article published on June 2016

Evaluation of automatic 4D face recognition using surface and texture registration

Evaluation of automatic neonatal brain segmentation algorithms: the NeoBrainS12 challenge

scientific article published on 15 November 2014

Evaluation of current algorithms for segmentation of scar tissue from late gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand challenge

scientific article

Evaluation of rigid and non-rigid motion compensation of cardiac perfusion MRI

scientific article published on 01 January 2008

Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models

scientific article published on 06 January 2020

Exploiting hierarchy in structural brain networks

Extracting Discriminative Information from Medical Images: A Multivariate Linear Approach

scholarly article published October 2006

Fast Catheter Tracking in Echocardiographic Sequences for Cardiac Catheterization Interventions

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

Fast Volume Reconstruction From Motion Corrupted Stacks of 2D Slices

scientific article published on 20 March 2015

Fast and accurate global geodesic registrations using knee MRI from the Osteoarthritis Initiative

Fast and robust extraction of hippocampus from MR images for diagnostics of Alzheimer's disease

scientific article published on 31 January 2011

Fast and robust multi-atlas segmentation of brain magnetic resonance images

scientific article published on 24 October 2009

Fast calculation of digitally reconstructed radiographs using light fields

Fast catheter segmentation from echocardiographic sequences based on segmentation from corresponding X-ray fluoroscopy for cardiac catheterization interventions.

scientific article published on 30 September 2014

Fast fully automatic brain detection in fetal MRI using dense rotation invariant image descriptors

Fast generation of digitally reconstructed radiographs using attenuation fields with application to 2D-3D image registration

scientific article published in November 2005

Fetal Skull Reconstruction via Deep Convolutional Autoencoders

scientific article published on 01 July 2018

Fibrosis Microstructure Modulates Reentry in Non-ischemic Dilated Cardiomyopathy: Insights From Imaged Guided 2D Computational Modeling

scientific article published on 19 December 2018

Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting

scientific article

Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images

Flow Analysis in Cardiac Chambers Combining Phase Contrast, 3D Tagged and Cine MRI

Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks

scientific article

Fully automatic, multiorgan segmentation in normal whole body magnetic resonance imaging (MRI), using classification forests (CFs), convolutional neural networks (CNNs), and a multi-atlas (MA) approach

scientific article

Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation

article

Genetic and functional insights into the fractal structure of the heart

scientific article published on 19 August 2020

Genome wide association analysis of the heart using high-resolution 3D cardiac MRI identifies new genetic loci underlying cardiac structure and function

scientific article published on 27 January 2016

Genomic analysis reveals a functional role for myocardial trabeculae in adults

Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion

scientific article published on 14 April 2015

Geodesic Patch-Based Segmentation

scientific article published on 01 January 2014

Geodesic information flows

scientific article published on 01 January 2012

Global Burden of Small Vessel Disease-Related Brain Changes on MRI Predicts Cognitive and Functional Decline

scientific article published on 08 November 2019

Gradient Projection Learning for Parametric Nonrigid Registration

Group-wise parcellation of the cortex through multi-scale spectral clustering

scientific article published on 15 May 2016

Groupwise combined segmentation and registration for atlas construction

Groupwise simultaneous manifold alignment for high-resolution dynamic MR imaging of respiratory motion

scientific article published in January 2013

Guest Editorial Special Issue on Mathematical Modeling in Biomedical Image Analysis

Heterogeneity in Brain Microstructural Development Following Preterm Birth

scientific article published on 18 April 2020

Hierarchical Statistical Shape Analysis and Prediction of Sub-Cortical Brain Structures

Hierarchical manifold learning

scientific article published on 01 January 2012

Hierarchical manifold learning for regional image analysis

scientific article

Hierarchical statistical shape analysis and prediction of sub-cortical brain structures

scientific article published on 28 June 2007

High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment

scientific article published on 2 June 2014

Hippocampal atrophy rate using an expectation maximization classifier with a disease-specific prior

Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex.

scientific article

Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks

scientific article published on 01 July 2018

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.

scientific article published on 21 July 2016

Identifying population differences in whole-brain structural networks: a machine learning approach.

scientific article published on 14 January 2010

Image Guidance for Robotic Minimally Invasive Coronary Artery Bypass

Image guidance for robotic minimally invasive coronary artery bypass

scientific article published on 20 September 2009

Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study

scientific article published on 01 January 2019

Impact of a clinical decision support tool on prediction of progression in early-stage dementia: a prospective validation study

scientific article published on 20 March 2019

Impaired development of the cerebral cortex in infants with congenital heart disease is correlated to reduced cerebral oxygen delivery

scientific article published on 8 November 2017

Improved generation of probabilistic atlases for the expectation maximization classification

Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation

scientific article published on 28 January 2010

Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images

scientific article published on 30 June 2020

Improving ultrasound video classification: an evaluation of novel deep learning methods in echocardiography

scientific article published on 01 March 2020

Improving whole-brain segmentations through incorporating regional image intensity statistics

In-utero three dimension high resolution fetal brain diffusion tensor imaging

scientific article published on 01 January 2007

Incorporating hard constraints into non-rigid registration via nonlinear programming

Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study

scientific article published in Scientific Reports

Inference of functional connectivity from direct and indirect structural brain connections

article published in 2011

Inference of functional connectivity from structural brain connectivity

Injury markers predict time to dementia in subjects with MCI and amyloid pathology

scientific article

Interpolation Artefacts in Non-rigid Registration

Investigating altered brain development in infants with congenital heart disease using tensor-based morphometry

scientific article published on 10 September 2020

Joint Spectral Decomposition for the Parcellation of the Human Cerebral Cortex Using Resting-State fMRI.

scientific article published on January 2015

Joint Supervoxel Classification Forest for Weakly-Supervised Organ Segmentation

LEAP: learning embeddings for atlas propagation

scientific article

LISA: Longitudinal image registration via spatio-temporal atlases

Landmark detection and coupled patch registration for cardiac motion tracking

Landmark localisation in brain MR images using feature point descriptors based on 3D local self-similarities

Laplacian Eigenmaps Manifold Learning for Landmark Localization in Brain MR Images

scientific article published on 01 January 2011

Large Deformation Diffeomorphic Registration Using Fine and Coarse Strategies

Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank

scientific article published on 12 February 2020

Learning Biomarker Models for Progression Estimation of Alzheimer's Disease

scientific article

Learning Correspondences in Knee MR Images from the Osteoarthritis Initiative

Learning and Combining Image Similarities for Neonatal Brain Population Studies

Learning and combining image neighborhoods using random forests for neonatal brain disease classification

scientific article

Learning clinically useful information from images: Past, present and future

scientific article published on 15 June 2016

Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac MR Images

Learning-Based Quality Control for Cardiac MR Images

scientific article published on 01 November 2018

Left atrium pulmonary veins: segmentation and quantification for planning atrial fibrillation ablation

Left atrium segmentation for atrial fibrillation ablation

Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images

scientific article published on 27 November 2019

Localisation of the Brain in Fetal MRI Using Bundled SIFT Features

Localised manifold learning for cardiac image analysis

article published in 2012

Localization of Abnormal Conduction Pathways for Tachyarrhythmia Treatment Using Tagged MRI

scientific article published on 01 January 2005

Longitudinal cortical registration for developing neonates

scientific article published on 01 January 2007

Longitudinal regional brain volume changes quantified in normal aging and Alzheimer's APP x PS1 mice using MRI.

scientific article

MRI of moving subjects using multislice snapshot images with volume reconstruction (SVR): application to fetal, neonatal, and adult brain studies

scientific article

Machine Learning of Three-dimensional Right Ventricular Motion Enables Outcome Prediction in Pulmonary Hypertension: A Cardiac MR Imaging Study

scientific article

Machine learning for the automatic localisation of foetal body parts in cine-MRI scans

scholarly article published 20 March 2015

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

scientific article published on 07 October 2019

Magnetic resonance imaging of the newborn brain: automatic segmentation of brain images into 50 anatomical regions.

scientific article

Magnetic resonance imaging of the newborn brain: manual segmentation of labelled atlases in term-born and preterm infants

scientific article published on 17 June 2012

Manifold Learning for Biomarker Discovery in MR Imaging

article published in 2010

Manifold learning combining imaging with non-imaging information

Manifold learning for automatically predicting articular cartilage morphology in the knee with data from the osteoarthritis initiative (OAI)

Manifold population modeling as a neuro-imaging biomarker: application to ADNI and ADNI-GO.

scientific article published on 21 March 2014

Measurement of hippocampal atrophy using 4D graph-cut segmentation: application to ADNI.

scientific article published on 9 April 2010

Measurements of medial temporal lobe atrophy for prediction of Alzheimer's disease in subjects with mild cognitive impairment

scientific article

Measuring atrophy by simultaneous segmentation of serial MR images using 4-D graph-cuts

Metabolic pathways associated with right ventricular adaptation to pulmonary hypertension: 3D analysis of cardiac magnetic resonance imaging

scientific article published on 01 June 2019

Metric learning with spectral graph convolutions on brain connectivity networks

scientific article

Model-Guided Directional Minimal Path for Fully Automatic Extraction of Coronary Centerlines from Cardiac CTA

scientific article published on 01 January 2013

Modeling of the bony pelvis from MRI using a multi-atlas AE-SDM for registration and tracking in image-guided robotic prostatectomy

scientific article published on 19 February 2013

Motion Corrected 3D Reconstruction of the Fetal Thorax from Prenatal MRI

scientific article published on 01 January 2014

Motion tracking of left ventricle and coronaries in 4D CTA

MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI

scientific article published in 2022

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

scientific article published on 22 August 2017

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

scientific article

Multi-atlas based neointima segmentation in intravascular coronary OCT

Multi-atlas based segmentation of brain images: atlas selection and its effect on accuracy

scientific article published on 23 February 2009

Multi-atlas pancreas segmentation: Atlas selection based on vessel structure.

scientific article published on 31 March 2017

Multi-atlas propagation via a manifold graph on a database of both labeled and unlabeled images

Multi-atlas segmentation with augmented features for cardiac MR images

scientific article published on 19 September 2014

Multi-channel MRI segmentation of eye structures and tumors using patient-specific features

scientific article

Multi-class brain segmentation using atlas propagation and EM-based refinement

Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease

scientific article

Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images

scientific article published on 01 January 2013

Multi-organ abdominal CT segmentation using hierarchically weighted subject-specific atlases

scientific article published on 01 January 2012

Multi-organ segmentation from 3D abdominal CT images using patient-specific weighted-probabilistic atlas

Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease

scientific article published on 6 January 2012

Multi-scale feature learning on pixels and super-pixels for seminal vesicles MRI segmentation

Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease

scientific article published in January 2015

Multi-template tensor-based morphometry: application to analysis of Alzheimer's disease

scientific article published on 16 March 2011

Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection.

scientific article

Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study

scientific article published on 14 May 2020

Multiclassifier fusion in human brain MR segmentation: modelling convergence

scientific article published on 01 January 2006

Multimodal Surface Matching with Higher-Order Smoothness Constraints

Multimodal surface matching with higher-order smoothness constraints

scientific article published on 31 October 2017

Multiple Instance Learning for Classification of Dementia in Brain MRI

scholarly article by Tong Tong et al published 2013 in Lecture Notes in Computer Science

Multiple Sclerosis Lesion Segmentation Using Dictionary Learning and Sparse Coding

Multiple instance learning for classification of dementia in brain MRI.

scientific article published on 5 May 2014

Multiscale approach to contour fitting for MR images

Multivariate Statistical Differences of MRI Samples of the Human Brain

article published in 2007

Multivariate statistical analysis of whole brain structural networks obtained using probabilistic tractography

article

Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging

scientific article published on 03 November 2020

Myocardial strain computed at multiple spatial scales from tagged magnetic resonance imaging: Estimating cardiac biomarkers for CRT patients.

scientific article published on 31 October 2017

Non-rigid Reconstruction of the Beating Heart Surface for Minimally Invasive Cardiac Surgery

scientific article published on 01 January 2009

Nonlinear dimensionality reduction combining MR imaging with non-imaging information

scientific article

Nonrigid Registration and Template Matching for Coronary Motion Modeling from 4D CTA

article published in 2010

Nonrigid Registration of Medical Images: Theory, Methods, and Applications [Applications Corner

scholarly article by Daniel Rueckert & Paul Aljabar published July 2010 in IEEE: Signal Processing Magazine

Nonrigid free-form registration using landmark-based statistical deformation models

Normalisation of Neonatal Brain Network Measures Using Stochastic Approaches

Optimizing the diagnosis of early Alzheimer's disease in mild cognitive impairment subjects.

scientific article published in January 2012

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

scientific article published in September 2017

Pancreas segmentation from 3D abdominal CT images using patient-specific weighted subspatial probabilistic atlases

Parameterizing reconfigurable designs for image warping

Parental age effects on neonatal white matter development

scientific article published on 26 May 2020

Patch-Based Evaluation of Image Segmentation

Patch-Based Segmentation without Registration: Application to Knee MRI

article by Zehan Wang et al published 2013 in Lecture Notes in Computer Science

Performance prediction for a code with data-dependent runtimes

Photo-consistency registration of a 4D cardiac motion model to endoscopic video for image guidance of robotic coronary artery bypass

Population-based studies of myocardial hypertrophy: high resolution cardiovascular magnetic resonance atlases improve statistical power

scientific article published on 03 February 2014

Precursors of Hypertensive Heart Phenotype Develop in Healthy Adults: A High-Resolution 3D MRI Study

scientific article

Predicting the shapes of bones at a joint: application to the shoulder

scientific article published on 16 October 2007

Prediction of stroke thrombolysis outcome using CT brain machine learning

scientific article

Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation

Probabilistic white matter and fiber tract atlas construction

Propagating labels of the human brain based on non-rigid MR image registration: an evaluation

Pseudo-healthy Image Synthesis for White Matter Lesion Segmentation

Quantifying brain development in early childhood using segmentation and registration

Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia

scientific article

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

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Rapid Automated Quantification of Cerebral Leukoaraiosis on CT Images: A Multicenter Validation Study

scientific article published on 15 May 2018

Real-Time Catheter Extraction from 2D X-Ray Fluoroscopic and 3D Echocardiographic Images for Cardiac Interventions

Recognition of 3D facial expression dynamics

Reconfigurable acceleration of 3D image registration

Reconstruction of a 3D surface from video that is robust to missing data and outliers: application to minimally invasive surgery using stereo and mono endoscopes

scientific article

Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease

scientific article published on 15 September 2020

Regional Differences in End-Diastolic Volumes between 3D Echo and CMR in HLHS Patients

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Regional analysis of FDG-PET for use in the classification of Alzheimer'S Disease

scholarly article published March 2011

Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging.

scientific article published on 28 November 2017

Regional growth and atlasing of the developing human brain

scientific article

Registration and tracking to integrate X-ray and MR images in an XMR facility

scientific article published in November 2003

Registration of serial SPECT/CT images for three-dimensional dosimetry in radionuclide therapy

scientific article published in October 2009

Registration using sparse free-form deformations

scientific article published on 01 January 2012

Registration-based interpolation.

scientific article published in July 2004

Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation

Relating Brain Functional Connectivity to Anatomical Connections: Model Selection

Relationship between body composition and left ventricular geometry using three dimensional cardiovascular magnetic resonance.

scientific article published on 31 May 2016

Remodeling after acute myocardial infarction: mapping ventricular dilatation using three dimensional CMR image registration

scientific article

Reproducible Large-Scale Neuroimaging Studies with the OpenMOLE Workflow Management System.

scientific article

Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth.

scientific article published on 17 April 2017

Rich-club organization of the newborn human brain

scientific article

Right ventricle segmentation from cardiac MRI: a collation study

scientific article published on 28 October 2014

Robust Global Registration through Geodesic Paths on an Empirical Manifold with Knee MRI from the Osteoarthritis Initiative (OAI)

Robust segmentation of brain structures in MRI

Robust whole-brain segmentation: application to traumatic brain injury

scientific article

Robustness of automated hippocampal volumetry across magnetic resonance field strengths and repeat images

scientific article published in July 2014

Sample Sufficiency and Number of Modes to Retain in Statistical Shape Modelling

Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort

scientific article published on 28 October 2019

Segmentation of 4D cardiac MR images using a probabilistic atlas and the EM algorithm

scientific article published in September 2004

Segmentation of Brain MRI in Young Children

Segmentation of MR images via discriminative dictionary learning and sparse coding: application to hippocampus labeling

scientific article

Segmentation of brain MRI in young children

scientific article published in November 2007

Segmentation of cardiac MR and CT image sequences using model-based registration of a 4D statistical model

article

Segmentation of subcortical structures and the hippocampus in brain MRI using graph-cuts and subject-specific a-priori information

Self-Aligning Manifolds for Matching Disparate Medical Image Datasets

scientific article published on January 2015

Self-supervised learning for medical image analysis using image context restoration

scientific article published on 26 July 2019

Sex and regional differences in myocardial plasticity in aortic stenosis are revealed by 3D model machine learning

scientific article published on 01 April 2020

Similarity metrics for groupwise non-rigid registration

scientific article published on 01 January 2007

Simulation of cardiac pathologies using an electromechanical biventricular model and XMR interventional imaging.

scientific article published in October 2005

Simultaneous Fine and Coarse Diffeomorphic Registration: Application to Atrophy Measurement in Alzheimer’s Disease

scientific article published on 01 January 2010

Simultaneous Reconstruction of 4-D Myocardial Motion from Both Tagged and Untagged MR Images Using Nonrigid Image Registration

Simultaneous multi-scale registration using large deformation diffeomorphic metric mapping

scientific article published on 25 April 2011

Software tool for improved prediction of Alzheimer's disease

scientific article

Solving MRF Minimization by Mirror Descent

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

scientific article published on 11 July 2017

Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease

scientific article published on 22 December 2011

Spatial transformation of motion and deformation fields using nonrigid registration.

scientific article published in September 2004

Spatially Aware Patch-Based Segmentation (SAPS): An Alternative Patch-Based Segmentation Framework

Spatio-temporal free-form registration of cardiac MR image sequences

scientific article published in October 2005

Spectral clustering as a diagnostic tool in cross-sectional MR studies: an application to mild dementia

article

Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography.

scientific article published on 25 November 2015

Statistical shape modeling of the left ventricle: myocardial infarct classification challenge ⬇️

scientific article published on 17 January 2017

Statistical shape modelling: How many modes should be retained?

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

scientific article published on January 2017

Structural MRI in frontotemporal dementia: comparisons between hippocampal volumetry, tensor-based morphometry and voxel-based morphometry

scientific article

Structural brain imaging in Alzheimer's disease and mild cognitive impairment: biomarker analysis and shared morphometry database

scientific article published in Scientific Reports

Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes

Structured Decision Forests for Multi-modal Ultrasound Image Registration

Supervoxel Classification Forests for Estimating Pairwise Image Correspondences

article

Supervoxel classification forests for estimating pairwise image correspondences

article

T1, T2, and Fat Fraction Cardiac MR Fingerprinting: Preliminary Clinical Evaluation

scientific article published on 29 October 2020

T2* relaxometry of fetal brain at 1.5 Tesla using a motion tolerant method

scientific article

Temporal sparse free-form deformations

scientific article published on 16 May 2013

Tensor-Based Morphometry of Fibrous Structures with Application to Human Brain White Matter

scientific article published on 01 January 2009

Test sequence of CSF and MRI biomarkers for prediction of AD in subjects with MCI.

scientific article published on 20 January 2012

Testing the sensitivity of Tract-Based Spatial Statistics to simulated treatment effects in preterm neonates

scientific article published on 03 July 2013

The PredictAD project: development of novel biomarkers and analysis software for early diagnosis of the Alzheimer's disease

scientific article published on April 2013

The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants

scientific article published on 29 August 2020

The developing human connectome project: A minimal processing pipeline for neonatal cortical surface reconstruction

scientific article published on 30 January 2018

The effect of preterm birth on thalamic and cortical development

scientific article published on 19 July 2011

The estimation of patient-specific cardiac diastolic functions from clinical measurements.

scientific article published on 16 October 2012

The influence of preterm birth on the developing thalamocortical connectome

scientific article published on 9 August 2012

The mirror method of assessing segmentation quality in atlas label propagation

The relationship between lateral meniscus shape and joint contact parameters in the knee: a study using data from the Osteoarthritis Initiative

scientific article

Three-dimensional cardiovascular image analysis

scientific article published on 01 September 2002

Three-dimensional cardiovascular imaging-genetics: a mass univariate framework

scientific article published on 4 September 2017

Titin-truncating variants affect heart function in disease cohorts and the general population.

scientific article

Towards dense motion estimation in light and electron microscopy

Tracking developmental changes in subcortical structures of the preterm brain using multi-modal MRI

Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data

scientific article (publication date: 15 July 2006)

Tractography-Driven Groupwise Multi-scale Parcellation of the Cortex

scientific article

Understanding the need of ventricular pressure for the estimation of diastolic biomarkers

scientific article

Unified Interpretation of the Gaussian Mechanism for Differential Privacy Through the Sensitivity Index

scientific article published in 2022

Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks

article published in 2017

Unsupervised Learning of Shape Complexity: Application to Brain Development

article

Using photo-consistency to register 2D optical images of the human face to a 3D surface model

Validation of a Novel Method for the Automatic Segmentation of Left Atrial Scar from Delayed-Enhancement Magnetic Resonance

Ventricular remodeling in preterm infants: computational cardiac magnetic resonance atlasing shows significant early remodeling of the left ventricle

scientific article published on 19 November 2018

Volume Change in Frontal Cholinergic Structures After Traumatic Brain Injury and Cognitive Outcome

scientific article published on 13 August 2020

Water-fat Dixon cardiac magnetic resonance fingerprinting

scientific article published on 18 November 2019

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

scientific article published on 25 April 2019

Whole-brain mapping of structural connectivity in infants reveals altered connection strength associated with growth and preterm birth.

scientific article

XMR guided cardiac electrophysiology study and radio frequency ablation

scholarly article published 30 April 2004

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