Gary Zhang
Professor of Computational Imaging
Develops medical image computing methods, including diffusion MRI microstructure imaging and machine learning for image analysis.
Gary Zhang's lab at UCL works on medical imaging & healthcare AI and image & video generation. 33 papers since 2023, 1 at top venues, mostly IPMI and Medical Image Analysis. 6 PhD students. 12 alumni.
At a glance
- papers, 2023–2026
- 9/ year
- at T1 venues
- 3%
- PhD students
- 6
- MS students
- 0
- alumni listed
- 12
Papers by yearfrom the lab homepage, 2023–2026
- 3 papers2026 · T1 0 · collecting
- 11 papers2025 · T1 1
- 3 papers2024 · T1 0
- 16 papers2023 · T1 0
T1 venuesOtherVenues: IPMI, Medical Image Analysis
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI9 papers
- microstructure3 papers
- Image & video generation1 paper
- microstructure imaging0 papers
- develops medical0 papers
Paper list
From the lab homepage.
20263 papers
- COMMUNICATIONS BIOLOGYDecoding gray matter, large-scale analysis of brain cell morphometry to inform microstructural modeling of diffusion MR signals
- MAGNETIC RESONANCE IN MEDICINEReal-Time, Inline Quantitative MRI Enabled by Scanner-Integrated Machine Learning: A Proof of Principle With NODDI
- IPMIResolving quantitative MRI model degeneracy in self-supervised machine learning (opens in a new tab)
202511 papers
- Medical Image Analysis (T1)An extragradient and noise-tuning adaptive iterative network for diffusion MRI-based microstructural estimation (opens in a new tab)
- ISMRM & ISMRT Annual MeetingAssessing the clinical relevance of amyloid PET prediction from T1w MRI for Alzheimer’s disease
- NEUROPSYCHOPHARMACOLOGYCortical myelin mapping in antipsychotic medication-naïve, first-episode psychosis patients
- Imaging NeuroscienceDetecting glioblastoma infiltration beyond conventional imaging tumour margins using MTE-NODDI (opens in a new tab)
- ISMRM & ISMRT Annual MeetingEddeep: Fast eddy-current distortion correction for diffusion MRI with deep learning
- Biological PsychiatryLifespan Normative Models of White Matter Fractional Anisotropy: Applications to Early Psychosis. (opens in a new tab)
- NEUROIMAGEParsimonious EBM: Generalising the event-based model of disease progression for simultaneous events
- Machine Learning for Biomedical ImagingRAIDER: Rapid, anatomy-independent, deep learning-based PDFF and R2* estimation using magnitude-only signals, dual neural networks and training data distribution design (opens in a new tab)
- NMR IN BIOMEDICINERician Likelihood Loss for Quantitative MRI With Self-Supervised Deep Learning
- SleepShaping the structural dynamics of motor learning through cueing during sleep (opens in a new tab)
- Nature MedicineSomatic CAG repeat expansion in blood associates with biomarkers of neurodegeneration in Huntington's disease decades before clinical motor diagnosis (opens in a new tab)
20243 papers
- Journal of Machine Learning for Biomedical ImagingChoice of training label matters: how to best use deep learning for quantitative MRI parameter estimation (opens in a new tab)
- PainProbing white matter microstructure in youth with chronic pain and its relation to catastrophizing using neurite orientation dispersion and density imaging (opens in a new tab)
- EPILEPSIAQuantitative cellular pathology of the amygdala in temporal lobe epilepsy and correlation with magnetic resonance imaging volumetry, tissue microstructure, and sudden unexpected death in epilepsy risk factors
202316 papers
- EpilepsiaAltered amygdala volumes and microstructure in focal epilepsy patients with tonic–clonic seizures, ictal, and post-convulsive central apnea (opens in a new tab)
- CancersCombining Multi-Shell Diffusion with Conventional MRI Improves Molecular Diagnosis of Diffuse Gliomas with Deep Learning (opens in a new tab)
- Alzheimer's & DementiaCortical tau is associated with microstructural imaging biomarkers of neurite density and dendritic complexity in Alzheimer's disease (opens in a new tab)
- ISMRM & ISMRT Annual MeetingDo deep learning-based qMRI parameter estimators improve clinical task performance?
- Current Research in NeurobiologyDynamic structural remodeling of the human visual system prompted by bilateral retinal gene therapy (opens in a new tab)
- Scientific ReportsDysfunction of the hypothalamic-pituitary adrenal axis and its influence on aging: the role of the hypothalamus (opens in a new tab)
- iScienceMicrostructural dynamics of motor learning and sleep-dependent consolidation: A diffusion imaging study (opens in a new tab)
- Biological Psychiatry Global Open ScienceNeurite Orientation Dispersion and Density Imaging in Psychiatric Disorders: A Systematic Literature Review and a Technical Note (opens in a new tab)
- Information Processing in Medical Imaging International Conference, IPMIPOLAFFINI: Efficient Feature-Based Polyaffine Initialization for Improved Non-linear Image Registration (opens in a new tab)
- The British Journal of RadiologyQuantitative magnetic resonance imaging (qMRI) in Axial Spondyloarthritis (opens in a new tab)
- nformation Processing in Medical Imaging International Conference, IPMIResolving Quantitative MRI Model Degeneracy with Machine Learning via Training Data Distribution Design (opens in a new tab)
- ISMRM & ISMRT Annual MeetingS-EBM: generalising event-based modelling of disease progression for simultaneous events
Where alumni went12 listed, 0% to industry
Industry 0Academia 9
Also to
- Beijing University of Posts and Telecommunications. As part of her PhD work at CIG
- Cardiff University. During his time as a Postdoctoral researcher at CIG
- Institute of Cancer Research. As part of her PhD work at CIG
Apply to UCLFall 2027
Not announced yet
Computer Science MPhil/PhD
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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