Daniel Rueckert
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Daniel Rueckert's Degrees
- PhD Computer Science University of Oxford
- Masters Computer Science University of Oxford
- Bachelors Computer Science University of Oxford
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Why Is Daniel Rueckert Influential?
(Suggest an Edit or Addition)According to Wikipedia, Daniel Rueckert is Professor of Visual Information Processing and former Head of the Department of Computing at Imperial College London. He received a Diploma in Computer Science from the Technical University of Berlin and a PhD in Computer Science from Imperial College London entitled Segmentation and tracking in cardiovascular images using geometrically deformable models and templates.
Daniel Rueckert's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data (2006) (5877)
- Nonrigid registration using free-form deformations: application to breast MR images (1999) (5281)
- Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network (2016) (3627)
- Efficient multi‐scale 3D CNN with fully connected CRF for accurate brain lesion segmentation (2016) (2473)
- Attention U-Net: Learning Where to Look for the Pancreas (2018) (2268)
- Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration (2009) (2122)
- Medical Image Computing and Computer-Assisted Intervention (2009) (1912)
- Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research (2017) (1139)
- Automatic anatomical brain MRI segmentation combining label propagation and decision fusion (2006) (937)
- Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy (2009) (867)
- A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction (2017) (828)
- Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images (2018) (749)
- Acquisition and voxelwise analysis of multi-subject diffusion data with Tract-Based Spatial Statistics (2007) (563)
- Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation (2017) (543)
- Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration (2003) (473)
- Automated cardiovascular magnetic resonance image analysis with fully convolutional networks (2017) (442)
- A Generic Framework for Non-rigid Registration Based on Non-uniform Multi-level Free-Form Deformations (2001) (422)
- Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling (2002) (405)
- Unsupervised domain adaptation in brain lesion segmentation with adversarial networks (2016) (397)
- Fast and robust multi-atlas segmentation of brain magnetic resonance images (2010) (386)
- Random forest-based similarity measures for multi-modal classification of Alzheimer's disease (2013) (383)
- Secure, privacy-preserving and federated machine learning in medical imaging (2020) (369)
- Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation (2017) (365)
- Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction (2017) (355)
- Deep Learning for Cardiac Image Segmentation: A Review (2019) (354)
- Diffeomorphic Registration Using B-Splines (2006) (334)
- Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest (2008) (329)
- Segmentation of 4D Cardiac MR Images Using a Probabilistic Atlas and the EM Algorithm (2003) (318)
- Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer's disease (2018) (314)
- A generic framework for privacy preserving deep learning (2018) (313)
- Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion (2015) (289)
- GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks (2018) (287)
- DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks (2016) (286)
- Automatic Whole Brain MRI Segmentation of the Developing Neonatal Brain (2014) (285)
- Self-supervised learning for medical image analysis using image context restoration (2019) (280)
- Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease (2011) (277)
- A dynamic 4D probabilistic atlas of the developing brain (2011) (275)
- Rich-club organization of the newborn human brain (2014) (273)
- The Effect of Preterm Birth on Thalamic and Cortical Development (2011) (269)
- Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression (2012) (267)
- Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation (2013) (260)
- The developing human connectome project: A minimal processing pipeline for neonatal cortical surface reconstruction (2017) (256)
- A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction (2017) (253)
- LEAP: Learning embeddings for atlas propagation (2010) (247)
- Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex (2017) (246)
- Abnormal deep grey matter development following preterm birth detected using deformation-based morphometry (2006) (233)
- DeepMedic for Brain Tumor Segmentation (2016) (229)
- A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises (2020) (229)
- Consistent groupwise non-rigid registration for atlas construction (2004) (227)
- Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch (2013) (227)
- Titin truncating variants affect heart function in disease cohorts and the general population (2016) (224)
- Investigation of intraoperative brain deformation using a 1.5-T interventional MR system: preliminary results (1998) (221)
- Automatic segmentation and reconstruction of the cortex from neonatal MRI (2007) (218)
- Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation (2017) (216)
- An evaluation of four automatic methods of segmenting the subcortical structures in the brain (2009) (214)
- Metric learning with spectral graph convolutions on brain connectivity networks (2018) (211)
- Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks (2017) (209)
- Students’ perceptions and experiences of mobile learning (2013) (209)
- Segmentation of MR images via discriminative dictionary learning and sparse coding: Application to hippocampus labeling (2013) (206)
- A Probabilistic Patch-Based Label Fusion Model for Multi-Atlas Segmentation With Registration Refinement: Application to Cardiac MR Images (2013) (202)
- Right ventricle segmentation from cardiac MRI: A collation study (2015) (201)
- Dictionary Learning and Time Sparsity for Dynamic MR Data Reconstruction (2014) (200)
- Case-mix, care pathways, and outcomes in patients with traumatic brain injury in CENTER-TBI: a European prospective, multicentre, longitudinal, cohort study (2019) (199)
- Non-rigid registration using higher-order mutual information (2000) (198)
- MRI of Moving Subjects Using Multislice Snapshot Images With Volume Reconstruction (SVR): Application to Fetal, Neonatal, and Adult Brain Studies (2007) (196)
- Analysis of 3-D myocardial motion in tagged MR images using nonrigid image registration (2004) (191)
- Multi-input Cardiac Image Super-Resolution Using Convolutional Neural Networks (2016) (191)
- The influence of preterm birth on the developing thalamocortical connectome (2013) (191)
- SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound (2016) (191)
- Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation (2010) (186)
- Multimodal surface matching with higher-order smoothness constraints (2017) (181)
- Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration (2001) (181)
- Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation (2012) (179)
- Fast Spatio-temporal Free-Form Registration of Cardiac MR Image Sequences (2004) (167)
- An optimised tract-based spatial statistics protocol for neonates: Applications to prematurity and chronic lung disease (2010) (166)
- Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants (2012) (164)
- Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease (2012) (163)
- A common neonatal image phenotype predicts adverse neurodevelopmental outcome in children born preterm (2010) (162)
- White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks (2017) (161)
- DRINet for Medical Image Segmentation (2018) (158)
- Deep learning cardiac motion analysis for human survival prediction (2018) (156)
- Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks (2017) (153)
- Benchmarking framework for myocardial tracking and deformation algorithms: An open access database (2013) (153)
- Robust whole-brain segmentation: Application to traumatic brain injury (2015) (151)
- Spectral Graph Convolutions for Population-based Disease Prediction (2017) (151)
- Machine Learning of Three-dimensional Right Ventricular Motion Enables Outcome Prediction in Pulmonary Hypertension: A Cardiac MR Imaging Study (2017) (151)
- Multi-modal classification of Alzheimer's disease using nonlinear graph fusion (2017) (150)
- Regional growth and atlasing of the developing human brain (2016) (150)
- Atlas-Based Segmentation and Tracking of 3D Cardiac MR Images Using Non-rigid Registration (2002) (148)
- Measurement of hippocampal atrophy using 4D graph-cut segmentation: Application to ADNI (2010) (148)
- Registration and tracking to integrate X-ray and MR images in an XMR Facility (2003) (147)
- Multi-atlas segmentation with augmented features for cardiac MR images (2015) (147)
- A review on automatic fetal and neonatal brain MRI segmentation (2017) (143)
- Automatic tracking of the aorta in cardiovascular MR images using deformable models (1997) (142)
- Fast generation of digitally reconstructed radiographs using attenuation fields with application to 2D-3D image registration (2005) (142)
- Injury markers predict time to dementia in subjects with MCI and amyloid pathology (2012) (141)
- Fast Volume Reconstruction from Motion Corrupted Stacks of 2D Slices (2015) (141)
- Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease (2012) (139)
- 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 (2013) (138)
- Automatic morphometry in Alzheimer's disease and mild cognitive impairment☆☆☆ (2011) (137)
- Discriminative dictionary learning for abdominal multi-organ segmentation (2015) (137)
- Comparison and evaluation of rigid, affine, and nonrigid registration of breast MR images. (1999) (134)
- Lipid transfer proteins. (1990) (128)
- End-to-end privacy preserving deep learning on multi-institutional medical imaging (2021) (126)
- Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach (2018) (126)
- Machine learning in cardiovascular magnetic resonance: basic concepts and applications (2019) (123)
- Prediction of stroke thrombolysis outcome using CT brain machine learning (2014) (122)
- Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: A 2-center study (2013) (121)
- Differential diagnosis of neurodegenerative diseases using structural MRI data (2016) (121)
- Multi-scale 3D convolutional neural networks for lesion segmentation in brain MRI (2015) (119)
- Recognition of 3D facial expression dynamics (2012) (118)
- Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction (2019) (118)
- Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images (2013) (116)
- Non-rigid Registration of Breast MR Images Using Mutual Information (1998) (116)
- Registration-based interpolation (2004) (115)
- Non-rigid registration using free-form deformations (2015) (114)
- Evaluating reinforcement learning agents for anatomical landmark detection (2019) (114)
- Fast and robust extraction of hippocampus from MR images for diagnostics of Alzheimer's disease (2011) (114)
- A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion (2015) (113)
- Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT (2016) (112)
- A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease (2017) (111)
- Multiple instance learning for classification of dementia in brain MRI (2013) (110)
- Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences (2018) (108)
- Automatic quantification of normal cortical folding patterns from fetal brain MRI (2014) (108)
- Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project (2019) (103)
- Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations (2019) (102)
- Structural brain imaging in Alzheimer’s disease and mild cognitive impairment: biomarker analysis and shared morphometry database (2018) (101)
- Volume and Shape Preservation of Enhancing Lesions when Applying Non-rigid Registration to a Time Series of Contrast Enhancing MR Breast Images (2000) (101)
- The estimation of patient-specific cardiac diastolic functions from clinical measurements (2012) (100)
- Multi-template tensor-based morphometry: Application to analysis of Alzheimer's disease (2011) (99)
- Identifying population differences in whole-brain structural networks: A machine learning approach (2010) (99)
- Longitudinal regional brain volume changes quantified in normal aging and Alzheimer's APP×PS1 mice using MRI (2009) (99)
- Evaluation of automatic 4D face recognition using surface and texture registration (2004) (98)
- Whole-brain mapping of structural connectivity in infants reveals altered connection strength associated with growth and preterm birth. (2014) (97)
- Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth (2017) (95)
- Comparison and Evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI (2008) (95)
- An Image Registration Approach to Automated Calibration for Freehand 3D Ultrasound (2000) (95)
- Magnetic Resonance Imaging of the Newborn Brain: Automatic Segmentation of Brain Images into 50 Anatomical Regions (2013) (94)
- Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration (2001) (94)
- Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study (2021) (93)
- Test sequence of CSF and MRI biomarkers for prediction of AD in subjects with MCI (2012) (93)
- Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (2020) (92)
- Automatic detection and quantification of hippocampal atrophy on MRI in temporal lobe epilepsy: A proof-of-principle study (2007) (92)
- Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction (2018) (92)
- Construction of a 4D Statistical Atlas of the Cardiac Anatomy and Its Use in Classification (2005) (92)
- Multiple Sclerosis Lesion Segmentation Using Dictionary Learning and Sparse Coding (2013) (91)
- Classifier Selection Strategies for Label Fusion Using Large Atlas Databases (2007) (90)
- Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge (2015) (90)
- CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions (2020) (89)
- Diffusion tensor imaging (DTI) of the brain in moving subjects: Application to in‐utero fetal and ex‐utero studies (2009) (89)
- A dynamic approach to the recognition of 3D facial expressions and their temporal models (2011) (88)
- VTK CISG Registration Toolkit: An Open Source Software Package for Affine and Nonrigid Registration of Single- and Multimodal 3D images (2002) (86)
- Early growth in brain volume is preserved in the majority of preterm infants (2007) (86)
- Simultaneous Multi-scale Registration Using Large Deformation Diffeomorphic Metric Mapping (2011) (86)
- Measurements of medial temporal lobe atrophy for prediction of Alzheimer's disease in subjects with mild cognitive impairment (2013) (86)
- Multi-organ Abdominal CT Segmentation Using Hierarchically Weighted Subject-Specific Atlases (2012) (85)
- Construction of a Statistical Model for Cardiac Motion Analysis Using Nonrigid Image Registration (2003) (85)
- Dynamic patterns of cortical expansion during folding of the preterm human brain (2017) (83)
- A Comprehensive Cardiac Motion Estimation Framework Using Both Untagged and 3-D Tagged MR Images Based on Nonrigid Registration (2012) (82)
- Using Photo-Consistency to Register 2D Optical Images of the Human Face to a 3D Surface Model (2001) (81)
- Global Burden of Small Vessel Disease–Related Brain Changes on MRI Predicts Cognitive and Functional Decline (2019) (81)
- A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging (2020) (81)
- Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography (2016) (80)
- Automated fetal brain segmentation from 2D MRI slices for motion correction (2014) (79)
- Recurrent neural networks for aortic image sequence segmentation with sparse annotations (2018) (79)
- Unbiased White Matter Atlas Construction Using Diffusion Tensor Images (2007) (77)
- Variation in monitoring and treatment policies for intracranial hypertension in traumatic brain injury: a survey in 66 neurotrauma centers participating in the CENTER-TBI study (2017) (77)
- A population-based phenome-wide association study of cardiac and aortic structure and function (2020) (76)
- DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images (2017) (75)
- Spatial transformation of motion and deformation fields using nonrigid registration (2004) (74)
- Nonrigid Registration of Medical Images: Theory, Methods, and Applications [Applications Corner] (2010) (74)
- Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI (2018) (74)
- Cerebral atrophy measurements using Jacobian integration: Comparison with the boundary shift integral (2006) (74)
- Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images (2019) (74)
- Fast Fully Automatic Segmentation of the Human Placenta from Motion Corrupted MRI (2016) (73)
- Multiple instance learning for classification of dementia in brain MRI. (2014) (71)
- Unsupervised Lesion Detection in Brain CT using Bayesian Convolutional Autoencoders (2018) (71)
- Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration (2003) (70)
- Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation (2019) (68)
- Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection. (2015) (67)
- Assessment of brain growth in early childhood using deformation-based morphometry (2008) (67)
- A Framework for Detailed Objective Comparison of Non-rigid Registration Algorithms in Neuroimaging (2004) (67)
- Semi-Supervised Learning via Compact Latent Space Clustering (2018) (67)
- Hierarchical Statistical Shape Analysis and Prediction of Sub-Cortical Brain Structures (2006) (67)
- Attention-Gated Networks for Improving Ultrasound Scan Plane Detection (2018) (67)
- Geodesic Patch-Based Segmentation (2014) (66)
- Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study (2019) (64)
- Simultaneous Segmentation and Registration for Medical Image (2004) (64)
- A Multicenter, Scan-Rescan, Human and Machine Learning CMR Study to Test Generalizability and Precision in Imaging Biomarker Analysis. (2019) (64)
- Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning (2018) (62)
- Multi‐atlas pancreas segmentation: Atlas selection based on vessel structure (2017) (62)
- Temporal sparse free-form deformations (2013) (61)
- Classification and Lateralization of Temporal Lobe Epilepsies with and without Hippocampal Atrophy Based on Whole-Brain Automatic MRI Segmentation (2012) (61)
- Simulation of cardiac pathologies using an electromechanical biventricular model and XMR interventional imaging (2005) (61)
- Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge (2018) (60)
- Genetic and functional insights into the fractal structure of the heart (2020) (60)
- The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants (2019) (59)
- Dynamic Changes in White Matter Abnormalities Correlate With Late Improvement and Deterioration Following TBI (2015) (59)
- Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study. (2020) (57)
- Unbiased construction of a temporally consistent morphological atlas of neonatal brain development (2018) (57)
- Nonlinear dimensionality reduction combining MR imaging with non-imaging information (2012) (57)
- Real-Time Standard Scan Plane Detection and Localisation in Fetal Ultrasound Using Fully Convolutional Neural Networks (2016) (57)
- Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling (2018) (55)
- 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 (2012) (54)
- VS-Net: Variable splitting network for accelerated parallel MRI reconstruction (2019) (53)
- Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation (2019) (53)
- Comparison and evaluation of rigid and nonrigid registration of breast MR images (1999) (53)
- Structural MRI in Frontotemporal Dementia: Comparisons between Hippocampal Volumetry, Tensor-Based Morphometry and Voxel-Based Morphometry (2012) (53)
- Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion (2017) (52)
- Impaired development of the cerebral cortex in infants with congenital heart disease is correlated to reduced cerebral oxygen delivery (2017) (51)
- A spatio-temporal reference model of the aging brain (2018) (51)
- Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI (2018) (51)
- A Multi-channel 4D Probabilistic Atlas of the Developing Brain: Application to Fetuses and Neonates (2012) (50)
- Population-based studies of myocardial hypertrophy: high resolution cardiovascular magnetic resonance atlases improve statistical power (2014) (50)
- Similarity Metrics for Groupwise Non-rigid Registration (2007) (50)
- Construction of a fetal spatio-temporal cortical surface atlas from in utero MRI: Application of spectral surface matching (2015) (50)
- Groupwise Combined Segmentation and Registration for Atlas Construction (2007) (49)
- Image Guidance for Robotic Minimally Invasive Coronary Artery Bypass (2008) (49)
- The Developing Human Connectome Project: typical and disrupted perinatal functional connectivity (2020) (49)
- Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation (2005) (48)
- Predicting the shapes of bones at a joint: application to the shoulder (2008) (48)
- A prospective evaluation of cardiovascular magnetic resonance measures of dyssynchrony in the prediction of response to cardiac resynchronization therapy (2014) (48)
- Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO (2014) (47)
- Segmentation of Brain MRI in Young Children (2007) (47)
- Realistic Adversarial Data Augmentation for MR Image Segmentation (2020) (47)
- Variation in general supportive and preventive intensive care management of traumatic brain injury: a survey in 66 neurotrauma centers participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study (2018) (46)
- Medical imaging deep learning with differential privacy (2021) (46)
- Manifold Learning for Medical Image Registration, Segmentation, and Classification (2012) (46)
- A Combined Manifold Learning Analysis of Shape and Appearance to Characterize Neonatal Brain Development (2011) (45)
- Analysis of myocardial motion in tagged MR images using nonrigid image registration (2002) (45)
- Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation (2016) (45)
- Nonrigid Registration: Concepts, Algorithms, and Applications (2001) (45)
- Statistical Finite Element Model for Bone Shape and Biomechanical Properties (2006) (44)
- Brain lesion segmentation through image synthesis and outlier detection (2017) (44)
- Motion and deformation tracking for short-axis echo-planar myocardial perfusion imaging (1998) (43)
- Information Processing in Medical Imaging (IPMI) (2013) (43)
- Brain Extraction Using Label Propagation and Group Agreement: Pincram (2015) (43)
- Evaluation of 3D Face Recognition Using Registration and PCA (2005) (43)
- Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity (2018) (43)
- Geodesic Information Flows (2012) (43)
- Common Genetic Variants and Risk of Brain Injury After Preterm Birth (2014) (42)
- Automatic construction of multiple-object three-dimensional shape models: Application to cardiac modeling (2002) (42)
- Water–fat Dixon cardiac magnetic resonance fingerprinting (2019) (42)
- Registration Using Sparse Free-Form Deformations (2012) (42)
- Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review (2018) (41)
- Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network (2018) (41)
- Instantiated mixed effects modeling of Alzheimer's disease markers (2016) (41)
- Localisation of the Brain in Fetal MRI Using Bundled SIFT Features (2013) (41)
- Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents (2018) (41)
- High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment (2014) (41)
- Multi-class brain segmentation using atlas propagation and EM-based refinement (2012) (40)
- 3-D Reconstruction in Canonical Co-Ordinate Space From Arbitrarily Oriented 2-D Images (2017) (40)
- Real-time Prediction of Segmentation Quality (2018) (40)
- Manifold Alignment and Transfer Learning for Classification of Alzheimer's Disease (2014) (40)
- Learning-Based Quality Control for Cardiac MR Images (2018) (40)
- Multiple Landmark Detection using Multi-Agent Reinforcement Learning (2019) (40)
- Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data (2014) (39)
- Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images (2004) (39)
- Medical Image Registration (2010) (38)
- Construction of a patient-specific atlas of the brain: Application to normal aging (2008) (38)
- Automated morphological analysis of magnetic resonance brain imaging using spectral analysis (2008) (38)
- Heterogeneity in Brain Microstructural Development Following Preterm Birth (2020) (38)
- Three-dimensional cardiovascular image analysis (2002) (37)
- Fast calculation of digitally reconstructed radiographs using light fields (2003) (37)
- Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images (2019) (37)
- Comparison of Cardiac Motion Across Subjects Using Non-rigid Registration (2002) (37)
- A multivariate statistical analysis of the developing human brain in preterm infants (2007) (37)
- The PredictAD project: development of novel biomarkers and analysis software for early diagnosis of the Alzheimer's disease (2013) (37)
- Robustness of automated hippocampal volumetry across magnetic resonance field strengths and repeat images (2014) (36)
- A deformable model for the reconstruction of the neonatal cortex (2017) (36)
- Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks (2018) (36)
- Cardiac Rhythm Device Identification Using Neural Networks (2019) (36)
- Precursors of Hypertensive Heart Phenotype Develop in Healthy Adults (2015) (36)
- Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting (2017) (36)
- Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge (2020) (36)
- Fast fully automatic brain detection in fetal MRI using dense rotation invariant image descriptors (2014) (36)
- Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images (2017) (35)
- Evaluation of Rigid and Non-rigid Motion Compensation of Cardiac Perfusion MRI (2008) (35)
- Super-resolution reconstruction of cardiac MRI using coupled dictionary learning (2014) (35)
- Dictionary Learning and Time Sparsity in Dynamic MRI (2012) (35)
- Pseudo-healthy Image Synthesis for White Matter Lesion Segmentation (2016) (34)
- A framework for combining a motion atlas with non‐motion information to learn clinically useful biomarkers: Application to cardiac resynchronisation therapy response prediction (2017) (34)
- Assessment of Intraoperative Brain Deformation Using Interventional MR Imaging (1999) (34)
- Ventricular remodeling in preterm infants: computational cardiac magnetic resonance atlasing shows significant early remodeling of the left ventricle (2018) (34)
- Optimizing the diagnosis of early Alzheimer's disease in mild cognitive impairment subjects. (2012) (34)
- Left atrium segmentation for atrial fibrillation ablation (2008) (34)
- Regional analysis of FDG-PET for use in the classification of Alzheimer'S Disease (2011) (34)
- A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections (2011) (34)
- Group-wise parcellation of the cortex through multi-scale spectral clustering (2016) (33)
- Remodeling after acute myocardial infarction: mapping ventricular dilatation using three dimensional CMR image registration (2012) (33)
- Human-level CMR image analysis with deep fully convolutional networks (2017) (33)
- Cardiac motion tracking in tagged MR images using a 4D B-spline motion model and nonrigid image registration (2004) (33)
- Model-Based and Data-Driven Strategies in Medical Image Computing (2019) (33)
- Shape-based segmentation and tracking in 4D cardiac MR images (1997) (33)
- Free-running cardiac magnetic resonance fingerprinting: Joint T1/T2 map and Cine imaging (2020) (33)
- Automatical vessel wall detection in intravascular coronary OCT (2011) (33)
- Non-rigid Reconstruction of the Beating Heart Surface for Minimally Invasive Cardiac Surgery (2009) (32)
- Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging (2018) (32)
- Manifold Learning for Biomarker Discovery in MR Imaging (2010) (32)
- Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study (2019) (32)
- NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines (2018) (32)
- Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity‐weighted coil combination (2021) (32)
- Cardiac MR Segmentation from Undersampled k-space Using Deep Latent Representation Learning (2018) (32)
- Modelling the progression of Alzheimer's disease in MRI using generative adversarial networks (2018) (32)
- Supervoxel Classification Forests for Estimating Pairwise Image Correspondences (2015) (32)
- Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models (2019) (31)
- 4D Blood Flow Reconstruction Over the Entire Ventricle From Wall Motion and Blood Velocity Derived From Ultrasound Data (2015) (31)
- Multi-Task Learning for Left Atrial Segmentation on GE-MRI (2018) (31)
- Geometrically Deformable Templates for Shape-Based Segmentation and Tracking in Cardiac MR Images (1997) (31)
- Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia (2011) (31)
- Joint Spectral Decomposition for the Parcellation of the Human Cerebral Cortex Using Resting-State fMRI (2015) (31)
- A Computational White Matter Atlas for Aging with Surface-Based Representation of Fasciculi (2010) (31)
- Analysis of serial magnetic resonance images of mouse brains using image registration (2009) (30)
- Cortical morphology at birth reflects spatiotemporal patterns of gene expression in the fetal human brain (2020) (30)
- Testing the Sensitivity of Tract-Based Spatial Statistics to Simulated Treatment Effects in Preterm Neonates (2013) (30)
- Fast Multiple Landmark Localisation Using a Patch-based Iterative Network (2018) (30)
- Segmentation of subcortical structures and the hippocampus in brain MRI using graph-cuts and subject-specific a-priori information (2009) (30)
- Phenotypic Expression and Outcomes in Individuals With Rare Genetic Variants of Hypertrophic Cardiomyopathy (2021) (30)
- Simultaneous Fine and Coarse Diffeomorphic Registration: Application to Atrophy Measurement in Alzheimer's Disease (2010) (30)
- AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis (2021) (29)
- Automatic Quality Control of Cardiac MRI Segmentation in Large-Scale Population Imaging (2017) (29)
- Dense Multi-frame Optic Flow for Non-rigid Objects Using Subspace Constraints (2010) (29)
- Fast Catheter Segmentation From Echocardiographic Sequences Based on Segmentation From Corresponding X-Ray Fluoroscopy for Cardiac Catheterization Interventions (2015) (29)
- Three-dimensional cardiovascular imaging-genetics: a mass univariate framework (2017) (29)
- FPGA-based computation of free-form deformations in medical image registration (2003) (29)
- 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 (2017) (28)
- Multivariate Statistical Differences of MRI Samples of the Human Brain (2007) (28)
- Registration of serial SPECT/CT images for three-dimensional dosimetry in radionuclide therapy (2009) (28)
- Learning clinically useful information from images: Past, present and future (2016) (28)
- Relationship between body composition and left ventricular geometry using three dimensional cardiovascular magnetic resonance (2016) (28)
- Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests (2017) (28)
- A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks (2013) (28)
- Hierarchical Manifold Learning for Regional Image Analysis (2014) (28)
- Segmentation of brain MRI in young children. (2006) (28)
- PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI (2016) (28)
- An Automatic Data Assimilation Framework for Patient-Specific Myocardial Mechanical Parameter Estimation (2011) (27)
- 3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks (2018) (27)
- 3D/4D Cardiac Segmentation Using Active Appearance Models, Non-rigid Registration, and the Insight Toolkit (2004) (27)
- Learning Biomarker Models for Progression Estimation of Alzheimer’s Disease (2016) (26)
- Biomarker discovery for sparse classification of brain images in Alzheimer's disease (2012) (26)
- Contour Fitting using an Adaptive Spline Model (1995) (26)
- A Method to Standardize Quantification of Left Atrial Scar From Delayed-Enhancement MR Images (2014) (26)
- Multi-Atlas Based Segmentation with Local Label Fusion for Right Ventricle MR Images (2012) (25)
- Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging (2017) (25)
- Autoadaptive motion modelling for MR‐based respiratory motion estimation (2016) (25)
- Construction of a 4D Brain Atlas and Growth Model Using Diffeomorphic Registration (2014) (25)
- Registration of multiple video images to preoperative CT for image-guided surgery (1998) (25)
- A Dynamic Brain Atlas (2002) (25)
- Knowledge-based tensor anisotropic diffusion of cardiac magnetic resonance images (1999) (25)
- Deep learning with ultrasound physics for fetal skull segmentation (2018) (25)
- Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain (2020) (25)
- Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension (2018) (25)
- Robust Aggregation for Adaptive Privacy Preserving Federated Learning in Healthcare (2020) (25)
- Improving ultrasound video classification: an evaluation of novel deep learning methods in echocardiography. (2020) (24)
- Automatic Segmentation of Different Pathologies from Cardiac Cine MRI Using Registration and Multiple Component EM Estimation (2011) (24)
- Impact of a clinical decision support tool on prediction of progression in early-stage dementia: a prospective validation study (2019) (24)
- Construction of a Cardiac Motion Atlas From MR Using Non-rigid Registration (2003) (24)
- Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier (2018) (24)
- In-utero Three Dimension High Resolution Fetal Brain Diffusion Tensor Imaging (2007) (24)
- T1, T2, and Fat Fraction Cardiac MR Fingerprinting: Preliminary Clinical Evaluation (2020) (24)
- Nonrigid Image Registration with Subdivision Lattices: Application to Cardiac MR Image Analysis (2007) (24)
- Development of the Corticospinal and Callosal Tracts from Extremely Premature Birth up to 2 Years of Age (2015) (23)
- Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image (2018) (23)
- Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction (2020) (23)
- Patch-Based Segmentation without Registration: Application to Knee MRI (2013) (23)
- Rapid Automated Quantification of Cerebral Leukoaraiosis on CT Images: A Multicenter Validation Study. (2018) (23)
- Learning under Distributed Weak Supervision (2016) (23)
- Motion Corrected 3D Reconstruction of the Fetal Thorax from Prenatal MRI (2014) (23)
- Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features (2015) (23)
- LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images (2018) (23)
- Bayesian Deep Learning for Accelerated MR Image Reconstruction (2018) (22)
- Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography (2008) (22)
- Fully Automated Segmentation-Based Respiratory Motion Correction of Multiplanar Cardiac Magnetic Resonance Images for Large-Scale Datasets (2017) (22)
- Building a 4D atlas of the cardiac anatomy and motion using MR imaging (2004) (22)
- Information Extraction from Medical Images (IXI): Developing an e-Science Application Based on the Globus Toolkit (2003) (22)
- Fibrosis Microstructure Modulates Reentry in Non-ischemic Dilated Cardiomyopathy: Insights From Imaged Guided 2D Computational Modeling (2018) (22)
- Automatic tissue and structural segmentation of neonatal brain MRI using Expectation-Maximization (2012) (22)
- Tractography-Driven Groupwise Multi-scale Parcellation of the Cortex (2015) (22)
- Groupwise Simultaneous Manifold Alignment for High-Resolution Dynamic MR Imaging of Respiratory Motion (2013) (22)
- Image Processing Workflows Using A Grid Enabled Image Database (2004) (21)
- Exploiting Motion for Deep Learning Reconstruction of Extremely-Undersampled Dynamic MRI (2019) (21)
- Diffeomorphic Atlas Estimation using Karcher Mean and Geodesic Shooting on Volumetric Images (2011) (21)
- Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age (2021) (21)
- An automatic multi-atlas based prostate segmentation using local appearance-speci c atlases and patch-based voxel weighting (2012) (21)
- Diffeomorphic Atlas Estimation using Geodesic Shooting on Volumetric Images (2012) (21)
- Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies (2016) (21)
- Structured Decision Forests for Multi-modal Ultrasound Image Registration (2015) (21)
- Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry (2018) (21)
- A Multi-image Graph Cut Approach for Cardiac Image Segmentation and Uncertainty Estimation (2011) (21)
- Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease (2015) (21)
- Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction (2019) (21)
- Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images. (2017) (20)
- Eidolon: Visualization and Computational Framework for Multi-modal Biomedical Data Analysis (2016) (20)
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- Automatic volumetry on MR brain images can support diagnostic decision making (2008) (20)
- k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations (2019) (20)
- Evaluating combinations of diagnostic tests to discriminate different dementia types (2018) (20)
- Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank (2020) (20)
- Understanding the need of ventricular pressure for the estimation of diastolic biomarkers (2013) (20)
- FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation (2021) (20)
- Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study. (2019) (19)
- Automatic Quantification of Changes in Bone in Serial MR Images of Joints (2006) (19)
- Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection (2018) (19)
- dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance (2019) (19)
- Unsupervised Learning of Shape Complexity: Application to Brain Development (2012) (19)
- Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning (2015) (19)
- GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation (2018) (19)
- Software Tool for Improved Prediction of Alzheimer’s Disease (2011) (19)
- An Evaluation of Deformation-Based Morphometry Applied to the Developing Human Brain and Detection of Volumetric Changes Associated with Preterm Birth (2003) (19)
- Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging (2020) (19)
- LISA: Longitudinal image registration via spatio-temporal atlases (2012) (18)
- Deep Learning‐Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies (2021) (18)
- Tracking developmental changes in subcortical structures of the preterm brain using multi-modal MRI (2011) (18)
- Multi-Level Parcellation of the Cerebral Cortex Using Resting-State fMRI (2015) (18)
- Registration of Video Images to Tomographic Images by Optimising Mutual Information Using Texture Mapping (1999) (18)
- Automatic Segmentation of Left Atrial Geometry from Contrast-Enhanced Magnetic Resonance Images Using a Probabilistic Atlas (2010) (18)
- Nonlinear Graph Fusion for Multi-modal Classification of Alzheimer's Disease (2015) (18)
- Non-rigid registration of cardiac MR: application to motion modelling and atlas-based segmentation (2002) (18)
- Automatic MRI Quantifying Methods in Behavioral-Variant Frontotemporal Dementia Diagnosis (2018) (18)
- Automated measurement of local white matter lesion volume (2012) (18)
- Laplacian Eigenmaps Manifold Learning for Landmark Localization in Brain MR Images (2011) (18)
- Evaluating Imputation Techniques for Missing Data in ADNI: A Patient Classification Study (2015) (18)
- Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction (2018) (18)
- Global Characterisation of Coagulopathy in Isolated Traumatic Brain Injury (iTBI): A CENTER-TBI Analysis (2020) (18)
- Segmentation of cardiac MR and CT image sequences using model-based registration of a 4D statistical model (2007) (18)
- Effect of frailty on 6-month outcome after traumatic brain injury: a multicentre cohort study with external validation (2022) (17)
- Segmentation of Brain MR Images via Sparse Patch Representation (2012) (17)
- XMR guided cardiac electrophysiology study and radio frequency ablation (2004) (17)
- Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation (2014) (17)
- Patch-Based Techniques in Medical Imaging (2016) (17)
- Multiscale approach to contour fitting for MR images (1996) (17)
- Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images (2015) (17)
- The Developing Human Connectome Project Neonatal Data Release (2022) (17)
- Beyond the g‐factor limit in sensitivity encoding using joint histogram entropy (2006) (17)
- Patch-Based Techniques in Medical Imaging (2015) (17)
- Learning Diffeomorphic and Modality-invariant Registration using B-splines (2021) (16)
- Differentially private training of residual networks with scale normalisation (2022) (16)
- Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy (2018) (16)
- Ultrasound Video Summarization using Deep Reinforcement Learning (2020) (16)
- Automatic Cortical Segmentation in the Developing Brain (2007) (16)
- Atlas selection strategy for automatic segmentation of pediatric brain MRIs into 83 ROIs (2010) (16)
- Manifold learning combining imaging with non-imaging information (2011) (16)
- Erratum: Acquisition and voxelwise analysis of multi-subject diffusion data with Tract-Based Spatial Statistics (Nature Protocols (2007) (499-503) 10.1038/nprot.2007.45) (2007) (16)
- Multi-organ segmentation from 3D abdominal CT images using patient-specific weighted-probabilistic atlas (2013) (16)
- A Robust Mosaicing Method with Super-Resolution for Optical Medical Images (2010) (16)
- Detecting Outliers with Poisson Image Interpolation (2021) (16)
- Analysis of growth in the developing brain using non-rigid registration (2006) (16)
- Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space (2019) (16)
- Prospective Identification of CRT Super Responders Using a Motion Atlas and Random Projection Ensemble Learning (2015) (16)
- Self-Aligning Manifolds for Matching Disparate Medical Image Datasets (2015) (16)
- Image segmentation by stochastically relaxing contour fitting (1994) (15)
- Fostering Confidence and Risk Taking in MA in TESOL Students via Community English Teaching (2013) (15)
- FPGA-based computation of free-form deformations (2002) (15)
- Benchmarking Geometric Deep Learning for Cortical Segmentation and Neurodevelopmental Phenotype Prediction (2021) (15)
- Comparison of Cardiac Motion Fields from Tagged and Untagged MR Images Using Nonrigid Registration (2005) (15)
- Machine learning in whole-body MRI: experiences and challenges from an applied study using multicentre data. (2019) (15)
- Hierarchical Manifold Learning (2012) (15)
- Mild to moderate Alzheimer's disease (AD) clinical trials: The role of hippocampal atrophy as an inclusion criterion (2010) (15)
- Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes (2018) (15)
- A large margin algorithm for automated segmentation of white matter hyperintensity (2018) (15)
- Intelligent image synthesis to attack a segmentation CNN using adversarial learning (2019) (15)
- Inference of functional connectivity from direct and indirect structural brain connections (2011) (15)
- Left atrium pulmonary veins: segmentation and quantification for planning atrial fibrillation ablation (2009) (15)
- Spatially Aware Patch-Based Segmentation (SAPS): An Alternative Patch-Based Segmentation Framework (2012) (15)
- Spatio-temporal Alignment of 4D Cardiac MR Images (2003) (15)
- Multiclassifier Fusion in Human Brain MR Segmentation: Modelling Convergence (2006) (15)
- Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal U-Net (2021) (15)
- Longitudinal Cortical Registration for Developing Neonates (2007) (14)
- Contusion segmentation from subjects with Traumatic Brain Injury: A random forest framework (2014) (14)
- Prediction of Global Functional Outcome and Post-Concussive Symptoms after Mild Traumatic Brain Injury: External Validation of Prognostic Models in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study (2020) (14)
- 3D Face Recognition (2007) (14)
- 3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders (2019) (14)
- Dictionary learning for medical image denoising, reconstruction, and segmentation (2016) (14)
- 2013 IEEE 10TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2013) (14)
- Precision measurement of cardiac structure and function in cardiovascular magnetic resonance using machine learning (2022) (14)
- Adversarial interference and its mitigations in privacy-preserving collaborative machine learning (2021) (14)
- Contour fitting using stochastic and probabilistic relaxation for Cine MR Images (1995) (14)
- Patch-Based Evaluation of Image Segmentation (2014) (14)
- Automatic Brain Localization in Fetal MRI Using Superpixel Graphs (2015) (14)
- Construction of a neonatal cortical surface atlas using multimodal surface matching (2016) (14)
- Learning Shape Representations for Multi-Atlas Endocardium Segmentation in 3D Echo Images (2014) (14)
- Causality-Inspired Single-Source Domain Generalization for Medical Image Segmentation (2021) (14)
- Computing Covariances for Mutual Information Coregistration (2004) (14)
- Multi-atlas Segmentation as a Graph Labelling Problem: Application to Partially Annotated Atlas Data (2015) (14)
- Sample Sufficiency and Number of Modes to Retain in Statistical Shape Modelling (2008) (13)
- T2* relaxometry of fetal brain at 1.5 Tesla using a motion tolerant method (2015) (13)
- Accessible GLSL Shader Programming (2017) (13)
- Modeling of the bony pelvis from MRI using a multi-atlas AE-SDM for registration and tracking in image-guided robotic prostatectomy (2013) (13)
- IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (2006) (13)
- Accelerated Neonatal fMRI using Multiband EPI (2014) (13)
- Catheter tracking in 3D echocardiographic sequences based on tracking in 2D X-ray sequences for cardiac catheterization interventions (2013) (13)
- Performance prediction for a code with data‐dependent runtimes (2008) (13)
- Canonical Correlation Analysis of Sub-cortical Brain Structures Using Non-rigid Registration (2006) (13)
- A data-driven approach to optimising the encoding for multi-shell diffusion MRI with application to neonatal imaging (2019) (13)
- Fluid balance and outcome in critically ill patients with traumatic brain injury (CENTER-TBI and OzENTER-TBI): a prospective, multicentre, comparative effectiveness study (2021) (13)
- 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 (2019) (13)
- De Novo Radiomics Approach Using Image Augmentation and Features From T1 Mapping to Predict Gleason Scores in Prostate Cancer (2021) (13)
- Occurrence and timing of withdrawal of life-sustaining measures in traumatic brain injury patients: a CENTER-TBI study (2021) (13)
- Inference of functional connectivity from structural brain connectivity (2010) (12)
- 2011 8TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO (2011) (12)
- The relationship between lateral meniscus shape and joint contact parameters in the knee: a study using data from the Osteoarthritis Initiative (2014) (12)
- Automatic Segmentation of Left Atrial Scar from Delayed-Enhancement Magnetic Resonance Imaging (2011) (12)
- Distortion correction in fetal EPI using non-rigid registration with Laplacian constraint (2016) (12)
- Personalized Federated Deep Learning for Pain Estimation From Face Images (2021) (12)
- Deep Generative Model-based Quality Control for Cardiac MRI Segmentation (2020) (12)
- 2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2012) (12)
- Challenging Current Semi-supervised Anomaly Segmentation Methods for Brain MRI (2021) (12)
- Distortion Correction in Fetal EPI Using Non-Rigid Registration With a Laplacian Constraint (2016) (12)
- Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI (2020) (12)
- Machine learning in knee arthroplasty: specific data are key—a systematic review (2022) (12)
- Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort (2019) (12)
- Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest (2017) (12)
- Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes (2015) (12)
- Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction (2019) (12)
- Age dependent fetal MR segmentation using manual and automated approaches (2013) (12)
- Analysis of Myocardial Motion and Strain Patterns Using a Cylindrical B-Spline Transformation Model (2003) (12)
- Medical Imaging 2000 (2000) (11)
- Fast Reconstruction of Accelerated Dynamic MRI Using Manifold Kernel Regression (2015) (11)
- Automatic Shadow Detection in 2D Ultrasound Images (2018) (11)
- Incidental findings on brain MR imaging of asymptomatic term neonates in the Developing Human Connectome Project (2021) (11)
- Information eXtraction from Images (IXI): Grid Services for Medical Imaging (2004) (11)
- A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling (2020) (11)
- Self-Supervised Learning for Few-Shot Medical Image Segmentation (2022) (11)
- Solving MRF Minimization by Mirror Descent (2012) (11)
- Localization of Abnormal Conduction Pathways for Tachyarrhythmia Treatment Using Tagged MRI (2005) (11)
- Group-constrained manifold learning: Application to AD risk assessment (2017) (11)
- Learning a Model-Driven Variational Network for Deformable Image Registration (2021) (11)
- A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging (2020) (11)
- Metabolic pathways associated with right ventricular adaptation to pulmonary hypertension: 3D analysis of cardiac magnetic resonance imaging (2018) (11)
- Quantifying the intraoperative brain deformation using interventional MR imaging (2000) (11)
- Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease (2020) (11)
- Registration and Segmentation in Medical Imaging (2014) (11)
- Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound (2019) (11)
- GraMPa: Graph-Based Multi-modal Parcellation of the Cortex Using Fusion Moves (2016) (11)
- Multi-channel MRI segmentation of eye structures and tumors using patient-specific features (2017) (11)
- Towards dense motion estimation in light and electron microscopy (2011) (11)
- Late-Gadolinium Enhancement Interface Area and Electrophysiological Simulations Predict Arrhythmic Events in Patients With Nonischemic Dilated Cardiomyopathy (2020) (10)
- A robust similarity measure for volumetric image registration with outliers (2016) (10)
- Surgery versus conservative treatment for traumatic acute subdural haematoma: a prospective, multicentre, observational, comparative effectiveness study (2022) (10)
- Complementary time‐frequency domain networks for dynamic parallel MR image reconstruction (2020) (10)
- Coronary centerline extraction based on ostium detection and model-guided directional minimal path (2014) (10)
- Reproducible Large-Scale Neuroimaging Studies with the OpenMOLE Workflow Management System (2017) (10)
- Brain death and postmortem organ donation: report of a questionnaire from the CENTER-TBI study (2018) (10)
- Endocardial 3D Ultrasound Segmentation using Autocontext Random Forests (2014) (10)
- Brain Connectivity Measures Improve Modeling of Functional Outcome After Acute Ischemic Stroke. (2019) (10)
- Motion and Deformation Analysis of the Heart using Thin-Plate Splines and Density and Velocity Encoded MR Images (1996) (10)
- A Novel Algorithm for Heart Motion Analysis Based on Geometric Constraints (2008) (10)
- Real-Time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound (2016) (10)
- Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation (2021) (10)
- Serum metabolome associated with severity of acute traumatic brain injury (2022) (10)
- Sample Sufficiency and PCA Dimension for Statistical Shape Models (2008) (10)
- A flexible graphical model for multi-modal parcellation of the cortex (2017) (10)
- Parental age effects on neonatal white matter development (2020) (10)
- Correction of Fat-Water Swaps in Dixon MRI (2016) (10)
- Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction (2019) (10)
- Correction: Brain Extraction Using Label Propagation and Group Agreement: Pincram (2015) (10)
- Hippocampal atrophy in Alzheimer’s disease (2012) (10)
- A new automated system to identify a consistent sampling position to make tissue Doppler and transmitral Doppler measurements of E, E′ and E/E′☆☆☆ (2012) (10)
- Graph-Based Label Propagation in Fetal Brain MR Images (2014) (10)
- Structural and functional asymmetry of the neonatal cerebral cortex (2021) (10)
- Statistical shape modelling: How many modes should be retained? (2008) (10)
- A whole brain morphometric analysis of changes associated with pre-term birth (2006) (10)
- Brain connectivity measures improve modeling of functional outcome after acute ischemic stroke (2019) (10)
- PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction (2021) (10)
- 3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation (2017) (10)
- Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks (2020) (9)
- Deep Learning for Cardiac Motion Estimation: Supervised vs. Unsupervised Training (2019) (9)
- Model-Guided Directional Minimal Path for Fully Automatic Extraction of Coronary Centerlines from Cardiac CTA (2013) (9)
- A novel framework for sub-acute stroke lesion segmentation based on random forest (2015) (9)
- Detecting the onset of myocardial contraction for establishing inverse electro-mechanical coupling in XMR guided RF ablation (2004) (9)
- Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes (2019) (9)
- Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images (2020) (9)
- Nonrigid free-form registration using landmark-based statistical deformation models (2012) (9)
- Phenotyping the Preterm Brain: Characterizing Individual Deviations From Normative Volumetric Development in Two Large Infant Cohorts (2020) (9)
- Patch-based Brain Age Estimation from MR Images (2020) (9)
- A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification (2020) (9)
- Non-rigid Spatio-Temporal Alignment of 4D Cardiac MR Images (2003) (9)
- Gamifying the foreign language classroom for brain‐friendly learning (2020) (9)
- Prediction of complications and surgery duration in primary TKA with high accuracy using machine learning with arthroplasty-specific data (2022) (9)
- Deep Pose Estimation for Image-Based Registration (2018) (9)
- A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation (2016) (9)
- Automatic left ventricular outflow tract classification for accurate cardiac MR planning (2018) (9)
- Data-driven optimisation of multi-shell HARDI (2014) (9)
- Investigating altered brain development in infants with congenital heart disease using tensor-based morphometry (2020) (9)
- Learning and combining image neighborhoods using random forests for neonatal brain disease classification (2017) (9)
- Multiple 2D video/3D medical image registration algorithm (2000) (9)
- Segmentation of cardiac MR images using - the EM algorithm with a 4D probabilistic atlas and a global connectivity filter (2003) (9)
- Segmentation of MRI brain scans using MALP-EM (2012) (8)
- Spectral Graph Convolutions on Population Graphs for Disease Prediction (2017) (8)
- Complete Fetal Head Compounding from Multi-view 3D Ultrasound (2019) (8)
- Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis (2022) (8)
- Automatic detection of coronary stent struts in intravascular OCT imaging (2012) (8)
- Learning Cross-domain Generalizable Features by Representation Disentanglement (2020) (8)
- Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation (2015) (8)
- Large Deformation Diffeomorphic Registration Using Fine and Coarse Strategies (2010) (8)
- Differentially private federated deep learning for multi-site medical image segmentation (2021) (8)
- 3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images (2017) (8)
- Toward a New Multi-Dimensional Classification of Traumatic Brain Injury: A Collaborative European NeuroTrauma Effectiveness Research for Traumatic Brain Injury Study (2020) (8)
- Coronary artery motion modeling from 3D cardiac CT sequences using template matching and graph search (2010) (8)
- Myocardial strain computed at multiple spatial scales from tagged magnetic resonance imaging: Estimating cardiac biomarkers for CRT patients (2018) (8)
- Differentially Private Graph Classification with GNNs (2022) (8)
- Discriminating electrocardiographic responses to His-bundle pacing using machine learning (2020) (8)
- Federated disentangled representation learning for unsupervised brain anomaly detection (2021) (8)
- Employing Weak Annotations for Medical Image Analysis Problems (2017) (8)
- Simulation of the Electromechanical Activity of the Heart Using XMR Interventional Imaging (2004) (8)
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- Automatic segmentation of pediatric brain MRIs using a maximum probability pediatric atlas (2012) (7)
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- Motion and Deformation Analysis of the Heart using Thin-Plate Splines and Propagation of Velocity Encoded MR Images (1996) (1)
- Let’s create a podcast! (2008) (1)
- Registration of a 4 D Cardiac Motion Model to Endoscopic Video for Augmented Reality Image Guidance of Robotic Coronary Artery Bypass (2008) (1)
- 3D Probabilistic Segmentation and Volumetry from 2D projection images (2020) (1)
- Registration of a Cardiac Motion Model to Video for Augmented Reality Image Guidance of Coronary Artery Bypass (2009) (1)
- Automatic segmentation of hippocampus in Alzheimer's disease (2011) (1)
- Special Issue on the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2009 (2010) (1)
- Systolic motion of the basal right ventricular freewall is the strongest predictor of global function: a high resolution 3D imaging study (2017) (1)
- Data-specific feature point descriptor matching using dictionary learning and graphical models (2013) (1)
- Automatic segmentation of brain MRIs and mapping neuroanatomy across the human lifespan (2009) (1)
- Effects of gestational age at birth on perinatal structural brain development in healthy term‐born babies (2021) (1)
- Image-Based Registration in Canonical Atlas Space (2018) (1)
- Reducing Textural Bias Improves Robustness of Deep Segmentation Models (2020) (1)
- High-Performance Motion Correction of Fetal MRI (2016) (1)
- Impact of a clinical decision support tool on prediction of progression in early-stage dementia: a prospective validation study (2019) (1)
- Incorporating hard constraints into non-rigid registration via nonlinear programming (2011) (1)
- Clinical decision support system based on statistical analysis of heterogeneous clinical data and Alzheimer biomarkers (2010) (1)
- Poster Session‐Sunday (2016) (1)
- Patch-Based Label Fusion with Spatio-Temporal Graph Cuts for Cardiac MR Images (2013) (1)
- Maturational networks of fetal brain activity (2022) (1)
- LECT NOTE COMPUT SCI (1999) (1)
- Partial sensitivity analysis in differential privacy (2021) (1)
- PS-011 Quantitative Assessment Of Preterm Left Ventricular Anatomical Development And Remodelling Using Neonatal Cardiac Mri And Atlasing Techniques (2014) (1)
- Aberrant claustrum structure in preterm-born neonates: an MRI study (2022) (1)
- Prediction of functional connectivity from structural brain connectivity (2009) (0)
- Computational Magnetic Resonance Image Processing Applied to the Developing Human Brain (2003) (0)
- CTBRAIN MACHINE LEARNING PREDICTS STROKE THROMBOLYSIS RESULT (2014) (0)
- Learning Generalizable Features Across Domains by Disentangling Representations (2020) (0)
- Comparison of biomarkers from PET [18F]Flutemetamol Amyloid Imaging and Structural MRI (2010) (0)
- Classification of ADNI subjects based on longitudinal analysis of the hippocampal FDG-PET signal (2010) (0)
- Serum biomarkers identify critically ill traumatic brain injury patients for MRI (2022) (0)
- How do 66 European institutional review boards approve one protocol for an international prospective observational study on traumatic brain injury? Experiences from the CENTER-TBI study (2020) (0)
- Machine learning of three-dimensional right ventricular motion predicts outcome in pulmonary hypertension: a cardiac MR imaging study (2017) (0)
- Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias (2022) (0)
- Quantifying brain development in early childhood using segmentation and registration (2007) (0)
- A Weighted Mirror Descent Algorithm for Nonsmooth Convex Optimization Problem (2016) (0)
- From Self-supervised Learning to Transfer Learning with Musculoskeletal Radiographs (2022) (0)
- C. ROUX, Chairman Engineering in Medicine and Biology (2004) (0)
- A population-based phenome-wide association study of cardiac and aortic structure and function (2020) (0)
- Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging (2018) (0)
- Generalised G-Factor Reduction Using Joint Entropy (2005) (0)
- Learning and Extracting Priori-driven Representations of Face Images to Understand the Human Visual Recognition System (2018) (0)
- Measuring myocardial motion changes in tagged MR to establish inverse electro-mechanical coupling for XMR-guided RF ablation (2004) (0)
- Link Prediction for Flow-Driven Spatial Networks (2023) (0)
- Introducing Anatomical Knowledge to A Deep Learning Approach for Segmentation of Cardiac Magnetic Resonance Images (2018) (0)
- Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging (2023) (0)
- Interactive and Explainable Region-guided Radiology Report Generation (2023) (0)
- A qualitative study of the language learning experiences of Latin born professional baseball players (2008) (0)
- Computational Diffusion MRI (2014) (0)
- Automatic Extraction and Matching of Neonatal Cerebral Vasculature from MRA-TOF Images (2006) (0)
- C V ] 8 J un 2 01 8 3 D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation (2018) (0)
- Co-Registration of Cardiac Magnetic Resonance (CMR) Images From Preterm Infants: Pilot Work in Creating a Novel Neonatal Cardiac Atlas (2011) (0)
- Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-Based Network (2022) (0)
- BRAIN-WIDE SURVEY OF ANATOMICAL STRUCTURES AS CLASSIFIERS IN TEMPORAL LOBE EPILEPSY USING AUTOMATIC SEGMENTATION AND STRUCTURE SELECTION (2010) (0)
- Fast fetal head compounding from multi-view 3D ultrasound (2023) (0)
- DIFFERENT COMBINATIONS OF DIAGNOSTIC TESTS DISCRIMINATE SPECIFIC SUBTYPES OF DEMENTIA (2018) (0)
- Deep-learning cardiac motion analysis for human survival prediction (2019) (0)
- Learning and Discovery of Clinically Useful Information from Images (2011) (0)
- Concept of the Munich/Augsburg Consortium Precision in Mental Health for the German Center of Mental Health (2022) (0)
- 2017 Super-resolution reconstruction of 4 D neonatal cardiac MRI using coupled dictionary learning (2013) (0)
- Preparation for external application of antiseptic agent and/or agent for promoting healing of wound (1994) (0)
- Mesh-Based 3D Motion Tracking in Cardiac MRI Using Deep Learning (2022) (0)
- Classification of ADNI subjects based on longitudinal analysis of the hippocampal FDG-PET signal (2010) (0)
- Suitability of ensiling and nutritive value of resele meslin and silphium perfoliatum as an alternative to silage maize (1989) (0)
- Switching device for a vehicle transmission (2000) (0)
- Proceedings of the 4th international conference on Biomedical image registration (2010) (0)
- OP-EJEC180212 668..676 (2019) (0)
- Developmental Signal Intensity Changes in Subcortical Structures of the Perinatal Brain Detected usi (2010) (0)
- Machine Learning for Medical Image Reconstruction: Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings (2019) (0)
- Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images (2023) (0)
- COST-EFFICIENT DIFFERENTIAL DIAGNOSTICS OF NEURODEGENERATIVE DISEASES USING A STRATIFIED APPROACH (2016) (0)
- Learning Correspondences in Knee MR Images from the Osteoarthritis Initiative (2012) (0)
- Parcellation-independent framework for analysing developing brain networks using reparametrisation (2014) (0)
- Hand control lever (1998) (0)
- University of Birmingham Learning a Model-Driven Variational Network for Deformable Image Registration (2021) (0)
- Manifold-based classification incorporating subject metadata (2011) (0)
- Exploring Healthy Retinal Aging with Deep Learning (2023) (0)
- Proceedings of the 7th international conference on Functional Imaging and Modeling of the Heart (2013) (0)
- CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy (2023) (0)
- Deep learning in medical imaging : Techniques for image reconstruction , super-resolution and segmentation (2018) (0)
- White Matter Hyperintensity Segmentation Via Ensembled Semi-supervised Large Margin Learning (2017) (0)
- Hand control element (1999) (0)
- Adverse changes in left ventricular structure begin at normotensive systolic blood pressures: a high resolution MRI study (2015) (0)
- 4D Cardiac Volume Reconstruction from Free-Breathing 2D Real-Time Image Acquisitions using Iterative Motion Correction (2012) (0)
- Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data (2023) (0)
- The Effect of Multimedia Instruction in Integrating Technology into the Teacher Education Classroom Based on the Adopter Category Theory (2008) (0)
- Switching device for motor vehicle transmissions (1999) (0)
- Segmentation of Traumatic Brain Injuries with Convolutional Neural Networks (2015) (0)
- Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients (2022) (0)
- Multi-contrast MRI Super-resolution via Implicit Neural Representations (2023) (0)
- 349Fully automated left ventricular analysis matches clinician precision: a multi-centre, multi-vendor, multi-field strength, multi-disease scan:rescan CMR study (2019) (0)
- A Probabilistic White Matter Atlas Approach to Assessing Age Related Changes in the Brain (2010) (0)
- P5470Septal hypertrophy in aortic stenosis and its regression after valve replacement is more plastic in males than females: insights from 3D machine learning approach (2018) (0)
- IMPACT OF ACUTE TERMINATION OF PERSISTENT AND LONG-STANDING PERSISTENT ATRIAL FIBRILLATION DURING CATHETER ABLATION (2012) (0)
- Reducing Textural Bias Improves Robustness of Deep Segmentation CNNs (2020) (0)
- TABLE I : A short summary of related work , decision forest based classification and regression approaches in the literature Related Method (2016) (0)
- Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation (2022) (0)
- 5 Defining the effects of genetic variation using machine learning analysis of CMRS: a study in hypertrophic cardiomyopathy and in a healthy population (2018) (0)
- Morphological study of lateral meniscus using statistical shape modelling: a study using data from the osteoarthritis initiative (2014) (0)
- Use of artificial intelligence to predict survival in pulmonary hypertension (2016) (0)
- Statistical finite element model for population-based simulations (2008) (0)
- D-CNNTRN: Discrete Wavelet Transform Based ECG Classification Using a Convolutional Transformer (2022) (0)
- Robust Detection Outcome: A Metric for Pathology Detection in Medical Images (2023) (0)
- CTFSH: Full Head CT Anomaly Detection with Unsupervised Learning (2022) (0)
- Long-Term Cognitive Outcome Prediction in Stroke Patients Using Multi-task Learning on Imaging and Tabular Data (2022) (0)
- PREDICTION OF PROGRESSION RATES IN AMCI SUBJECTS USING SUBJECT-SPECIFIC STATISTICAL MODELLING (2016) (0)
- Multi-organ Segmentation from 3D Abdominal CT Images using Patient-Specic (2017) (0)
- Image registration of whole-body mouse MRI (2010) (0)
- Alzheimer's disease progress estimation based on mixed-effect biomarker modelling (2015) (0)
- Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network (2019) (0)
- SEGMENTING MAGES USING STOCHASTICALLY DEFORMABLE CONTOURS (2017) (0)
- SAM-X: sorting algorithm for musculoskeletal x-ray radiography (2022) (0)
- D Sparse Landmark Cardiac Motion Tracking and Regional Function Analysis (2015) (0)
- Heartbeat Classification by Random Forest With a Novel Context Feature: A Segment Label (2022) (0)
- Gradient Projection Learning for Parametric Nonrigid Registration (2012) (0)
- A VALIDATION OF THE PREDICTION OF HUMERAL SHAPE USING STANDARD MORPHOLOGICAL MEASUREMENT (2008) (0)
- STATISTICAL FINITE ELEMENT ANALYSIS FOR BONE MODELING (2008) (0)
- Myocardial trabeculae improve left ventricular function: a combined UK Biobank and computational analysis (2018) (0)
- Magnetic Resonance Image Processing (1995) (0)
- An automatic segmentation for improved visualization of atrial ablation lesions using magnetic resonance imaging (2011) (0)
- Combined statistical model of bone shape and density for orthopaedics (2007) (0)
- Automatic Peripheral Vessel Tracking in 3 D Contrast-enhanced MR Angiography (2007) (0)
- Primitive Simultaneous Optimization of Similarity Metrics for Image Registration (2023) (0)
- Editorial (2010) (0)
- Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces (2022) (0)
- Automated quantitative analysis of rheumatoid arthritis lesions in MRI (2005) (0)
- Rehabilitation and outcomes after complicated vs uncomplicated mild TBI: results from the CENTER-TBI study (2022) (0)
- Prediction of Complications and Surgery Duration in Primary Total Hip Arthroplasty Using Machine Learning: The Necessity of Modified Algorithms and Specific Data (2022) (0)
- Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study (2019) (0)
- Structural differences in cognitively normal elderly individuals with abnormal amyloid biomarkers: Detection using volumetric MRI in ADNI and AIBL (2012) (0)
- Exploiting hierarchy in structural brain networks (2011) (0)
- Comparison of thalamus parcellation by cortical projections using three tractography methods in neonates (2011) (0)
- Estimation of distensibility of the aorta using non-rigid registration of cine MR images (2004) (0)
- Leveraging gradient-derived metrics for data selection and valuation in differentially private training (2023) (0)
- Equivariant Differentially Private Deep Learning (2023) (0)
- Longitudinal Analysis of Tissue Property Changes in Multi-modal MRI of the Developing Preterm Brain (2011) (0)
- Statistical finite element analysis for bone and implant modelling (2007) (0)
- Fast and robust segmentation of brain magnetic resonance images (2010) (0)
- Modelling the Cardiac Electromechanical Activity for Integration of Electrophysiological Studies with MR (2004) (0)
- Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration (2023) (0)
- Transductive image segmentation: Self-training and effect of uncertainty estimation (2021) (0)
- Spatio-Temporal Maps of T1 and T2 Weighted Signal Intensity Change in the Developing Brain (2011) (0)
- Automatic Construction of 3D Statistical Deformation Models: Application to Patients with Schizophrenia (2002) (0)
- Differentially Private Graph Neural Networks for Whole-Graph Classification (2022) (0)
- Unsupervised Pathology Detection: A Deep Dive Into the State of the Art (2023) (0)
- Abstract 11477: Improving Arrhythmic Risk Stratification in Non-Ischemic Dilated Cardiomyopathy Through the Evaluation of Novel Scar Characteristics Using CMR (2019) (0)
- A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images (2022) (0)
- Multiscale Graph Convolutional Networks for Cardiac Motion Analysis (2021) (0)
- Special Session on Thoracic CAD (2009) (0)
- Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements (2017) (0)
- Guest Editorial Special Issue on Mathematical Modeling in Biomedical Image Analysis (2007) (0)
- Fast and Robust Segmentation of Hippocampus from Magnetic Resonance Images (2011) (0)
- Diminished regional brain growth is associated with impaired white matter microstructural development following premature birth (2011) (0)
- Private, fair and accurate: Training large-scale, privacy-preserving AI models in radiology (2023) (0)
- Impaired development of the cerebral cortex in infants with congenital heart disease is correlated to reduced cerebral oxygen delivery (2017) (0)
- The Multiscale Surface Vision Transformer (2023) (0)
- Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection (2023) (0)
- The Developing Human Connectome Project: Neonatal imaging markers of spatiotemporal gene expression (2019) (0)
- A fast catheter segmentation and tracking from echocardiographic sequences based on corresponding X-ray fluoroscopic image segmentation and hierarchical GRAPH modelling (2014) (0)
- Process Left Atrium Segmentation for Planning Atrial Fibrillation Ablation Procedures (2008) (0)
- Solution for Entropy driven g-factor Correction at any Speedup (2004) (0)
- Breaching the Neonatal Intensive Care Unit: The Needs and Feasibility of in Hospital ESP Instruction (2019) (0)
- Can genetic determinants of brain structure be detected soon after birth (2020) (0)
- Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study (2022) (0)
- Erratum to: The Developing Human Connectome Project: typical and disrupted perinatal functional connectivity. (2021) (0)
- ABSTRACTS FOR ORAL PRESENTATION, SESSION 1, HRC 2013 (2013) (0)
- Genetic and functional insights into the fractal structure of the heart (2020) (0)
- Outcomes and phenotypic expression of rare variants in hypertrophic cardiomyopathy genes in over 200,000 adults (2021) (0)
- A comparison of hippocampal atrophy algorithms to select outcome measures for clinical trials in mild-to-moderate Alzheimer's disease (2012) (0)
- Automatic Segmentation of Immature Brain MR Images 9 Months Report (0)
- Age-related craniofacial differences based on spatio-temporal face image atlases (2019) (0)
- Modelling growth in the developing brain using non-rigid registration (2005) (0)
- Registration of multiple 2D video images to a 3D medical image (2000) (0)
- A minimal model , data-driven approach to tractography (2009) (0)
- Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis (2022) (0)
- Improved post-hoc probability calibration for out-of-domain MRI segmentation (2022) (0)
- 21 3 D Face Recognition (2007) (0)
- Better Together (2022) (0)
- Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation (2011) (0)
- Learning Attention from Multi-Modal Imaging and Text: Application for Lesion Localisation in DWI (2018) (0)
- Visual presentation of regional volumetry data for diagnostic decision support in Alzheimer's disease MR imaging (2011) (0)
- Individualized characterization of volumetric development in the preterm brain (2020) (0)
- Construction of a 4D Atlas of the Developing Brain Using Magnetic Resonance Images (2011) (0)
- Automated quantification of small vessel disease brain changes on MRI predicts cognitive and functional decline (2019) (0)
- A 4D Atlas of MR Intensity and Tissue Probability of the Developing Brain: Application to Fetuses a (2011) (0)
- Modelling structural changes in the developing Human Connectome Project with connectivity blueprints (2019) (0)
- Moderated Posters session III: Novel techniques of analysis * Friday 10 December 2010, 10:00-11:00 (2010) (0)
- The Effects of Non-ischemic Fibrosis Texture and Density on Mechanisms of Reentry (2018) (0)
- Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal (2022) (0)
- Detection and Segmentation of Heterogeneous Bone Tumours in Limited Radiographs (2022) (0)
- Deformation based morphmetry and atlas based label segmentation: Application to serial mouse brain images (2008) (0)
- Knowledge-Based Anisotropic Di usion of Cardiac Cine (2008) (0)
- Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT (2023) (0)
- NORMAL SHAPE OF FEMUR FOR CAM-TYPE DEFORMITY USING STATISTICAL SHAPE MODEL 1 (2011) (0)
- Abstract 10335: Systolic Motion of the Basal Right Ventricular Freewall is the Strongest Predictor of Global Function: A High Resolution 3D Cardiac Magnetic Resonance Study (2015) (0)
- Predicting time to dementia based on selected MRI volumetrics and CSF measures (2010) (0)
- Applications of machine learning for imaging-driven diagnosis of musculoskeletal malignancies—a scoping review (2022) (0)
- Learning-Based Parametric Nonrigid Registration (2012) (0)
- Longitudinal Alignment of Brain Cortical Anatomy using Strain-Constrained MSM (2016) (0)
- NeuralDP Differentially private neural networks by design (2021) (0)
- 050 Automated analysis of atrial delayed enhancement cardiac MRI correlates with voltage, AF recurrence post-ablation, and high stroke risk (2012) (0)
- Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens (2022) (0)
- Privacy: An Axiomatic Approach (2022) (0)
- Label Noise-Robust Learning using a Confidence-Based Sieving Strategy (2022) (0)
- Correction: Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration—the PINNACLE trial protocol (2022) (0)
- Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art (2023) (0)
- TOWARDS DATA-DRIVEN MEDICINE IN DIFFERENTIAL DIAGNOSTICS OF NEURODEGENERATIVE DISEASES (2016) (0)
- P1-101 Serial imaging detects brain volume changes in TASTPM transgenic mice (2006) (0)
- PRO BIOMED OPT IMAG (2004) (0)
- For every slice Detect MSER regions Filter by size Classify into brain and non-brain using SIFT features Fit box with RANSAC (2014) (0)
- Modeling of the Coronary Arteries from CT Images for Robotic Assisted Minimally Invasive Surgery (2009) (0)
- Identifying chromophore fingerprints of brain tumor tissue on hyperspectral imaging using principal component analysis (2023) (0)
- SP-0354: Machine learning for image segmentation (2018) (0)
- Reconstruction-driven motion estimation for motion-compensated MR CINE imaging (2023) (0)
- A 4D Atlas of the Developing Brain in Fetal MRI (2011) (0)
- Deep Learning-Based Detection of Motion-Affected k-Space Lines for T2*-Weighted MRI (2023) (0)
- Spatio-temporal map of magnetic resonance T1 and T2 weighted signal intensity changes in the develop (2010) (0)
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