Hui Zhang
Orcid: 0000-0002-5426-2140Affiliations:
- University College London, Department of Computer Science, Centre for Medical Image Computing, London, UK
- University of Pennsylvania, Penn Image Computing and Science Laboratory, Philadelphia, PA, USA (PhD 2007)
According to our database1,
Hui Zhang
authored at least 87 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
SCREENER: A general framework for task-specific experiment design in quantitative MRI.
CoRR, 2024
Eddeep: Fast Eddy-Current Distortion Correction for Diffusion MRI with Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
CoRR, 2023
POLAFFINI: Efficient Feature-Based Polyaffine Initialization for Improved Non-linear Image Registration.
Proceedings of the Information Processing in Medical Imaging, 2023
Resolving Quantitative MRI Model Degeneracy with Machine Learning via Training Data Distribution Design.
Proceedings of the Information Processing in Medical Imaging, 2023
2022
Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation.
CoRR, 2022
Correction of Susceptibility Distortion in EPI: A Semi-supervised Approach with Deep Learning.
Proceedings of the Computational Diffusion MRI - 13th International Workshop, 2022
Proceedings of the Computational Diffusion MRI - 13th International Workshop, 2022
2021
Not all voxels are created equal: Reducing estimation bias in regional NODDI metrics using tissue-weighted means.
NeuroImage, 2021
Corrigendum to "SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI" [Neuroimage 215 (2020), 116835].
NeuroImage, 2021
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
NeuroImage, 2021
Comparative analysis of signal models for microscopic fractional anisotropy estimation using q-space trajectory encoding.
NeuroImage, 2021
Mapping complex cell morphology in the grey matter with double diffusion encoding MR: A simulation study.
NeuroImage, 2021
Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination.
NeuroImage, 2021
2020
SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI.
NeuroImage, 2020
ConFiG: Contextual Fibre Growth to generate realistic axonal packing for diffusion MRI simulation.
NeuroImage, 2020
2019
A generative model of realistic brain cells with application to numerical simulation of the diffusion-weighted MR signal.
NeuroImage, 2019
Different patterns of cortical maturation before and after 38 weeks gestational age demonstrated by diffusion MRI <i>in vivo</i>.
NeuroImage, 2019
Contextual Fibre Growth to Generate Realistic Axonal Packing for Diffusion MRI Simulation.
Proceedings of the Information Processing in Medical Imaging, 2019
2018
Whole brain g-ratio mapping using myelin water imaging (MWI) and neurite orientation dispersion and density imaging (NODDI).
NeuroImage, 2018
A supervised learning approach for diffusion MRI quality control with minimal training data.
NeuroImage, 2018
Neurite imaging reveals microstructural variations in human cerebral cortical gray matter.
NeuroImage, 2018
Susceptibility-induced distortion that varies due to motion: Correction in diffusion MR without acquiring additional data.
NeuroImage, 2018
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank.
NeuroImage, 2018
2017
NeuroImage, 2017
Early development of structural networks and the impact of prematurity on brain connectivity.
NeuroImage, 2017
NeuroImage, 2017
Towards a comprehensive framework for movement and distortion correction of diffusion MR images: Within volume movement.
NeuroImage, 2017
2016
Bingham-NODDI: Mapping anisotropic orientation dispersion of neurites using diffusion MRI.
NeuroImage, 2016
Realistic simulation of artefacts in diffusion MRI for validating post-processing correction techniques.
NeuroImage, 2016
Application of neurite orientation dispersion and density imaging (NODDI) to a tau pathology model of Alzheimer's disease.
NeuroImage, 2016
2015
Neurite orientation dispersion and density imaging of the healthy cervical spinal cord in vivo.
NeuroImage, 2015
NeuroImage, 2015
Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data.
NeuroImage, 2015
A Simulation Framework for Quantitative Validation of Artefact Correction in Diffusion MRI.
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Assessing white matter microstructure of the newborn with multi-shell diffusion MRI and biophysical compartment models.
NeuroImage, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
An unbiased longitudinal analysis framework for tracking white matter changes using diffusion tensor imaging with application to Alzheimer's disease.
NeuroImage, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
The Importance of Being Dispersed: A Ranking of Diffusion MRI Models for Fibre Dispersion Using In Vivo Human Brain Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Deformable Modeling Using a 3D Boundary Representation with Quadratic Constraints on the Branching Structure of the Blum Skeleton.
Proceedings of the Information Processing in Medical Imaging, 2013
Beyond Crossing Fibers: Tractography Exploiting Sub-voxel Fibre Dispersion and Neighbourhood Structure.
Proceedings of the Information Processing in Medical Imaging, 2013
2012
NODDI: Practical in vivo neurite orientation dispersion and density imaging of the human brain.
NeuroImage, 2012
2011
NeuroImage, 2011
NeuroImage, 2011
A Bayesian framework for modelling the regional variation of white matter microstructure.
Proceedings of the Medical Image Understanding and Analysis, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
2010
A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features.
Medical Image Anal., 2010
A Computational White Matter Atlas for Aging with Surface-Based Representation of Fasciculi.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
Tensor-Based Morphometry of Fibrous Structures with Application to Human Brain White Matter.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
High-Dimensional Spatial Normalization of Diffusion Tensor Images Improves the Detection of White Matter Differences: An Example Study Using Amyotrophic Lateral Sclerosis.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
A Fuzzy, Nonparametric Segmentation Framework for DTI and MRI Analysis: With Applications to DTI-Tract Extraction.
IEEE Trans. Medical Imaging, 2007
Hippocampus-specific fMRI group activation analysis using the continuous medial representation.
NeuroImage, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Evaluation of Shape-Based Normalization in the Corpus Callosum for White Matter Connectivity Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Structure-Specific Statistical Mapping of White Matter Tracts using the Continuous Medial Representation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
IEEE Trans. Medical Imaging, 2006
Deformable registration of diffusion tensor MR images with explicit orientation optimization.
Medical Image Anal., 2006
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Efficient Generation of Shape-Based Reference Frames for the Corpus Callosum for DTI-based Connectivity Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Proceedings of the Visualization and Processing of Tensor Fields, 2006
2005
Deformable Registration of Diffusion Tensor MR Images with Explicit Orientation Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Statistical Modeling of Shape and Appearance Using the Continuous Medial Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Parametric Medial Shape Representation in 3-D via the Poisson Partial Differential Equation with Non-linear Boundary Conditions.
Proceedings of the Information Processing in Medical Imaging, 2005
2004
Towards Diffusion Profile Image Registration.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003