Field of work
Magnetic Resonance Imaging and Nuclear Magnetic Resonance
Diffusion MRI modelling and big data analysis including machine learning
Ultra high field MRI, optimal control, imaging genetics
RAD210 Magnetic resonance
RAD230 Image processing
- Diffusion MRI
- Machine learning
- Mathematical modelling
Publications
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Distinct Longitudinal Brain White Matter Microstructure Changes and Associated Polygenic Risk of Common Psychiatric Disorders and Alzheimer's Disease in the UK Biobank
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Current Auditory Hallucinations Are Not Associated With Specific White Matter Diffusion Alterations in Schizophrenia
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Dissecting unique and common variance across body and brain health indicators using age prediction
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Assessing regional intracortical myelination in schizophrenia spectrum and bipolar disorders using the optimized T1w/T2w-ratio
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Brain asymmetries from mid- to late life and hemispheric brain age
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Arachidonic and docosahexaenoic acid supplementation and brain maturation in preterm infants; a double blind RCT
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Narushenie mikrostrukturnoi tselostnosti mozolistogo tela po dannym diffuzionnoi MRT kak prediktor progressirovaniya tserebral'noi mikroangiopatii
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Psychiatric disorders and brain white matter exhibit genetic overlap implicating developmental and neural cell biology
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Considerations on brain age predictions from repeatedly sampled data across time
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Spherical means-based free-water volume fraction from diffusion MRI increases non-linearly with age in the white matter of the healthy human brain
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Fornix and forceps are key regions of white matter brain age
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Field strength and potentially scan quality influence brain age estimates
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Regional grey and white matter asymmetry decreases at higher ages
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Brain age estimates from different white matter microstructure features associate concordantly with bio-psycho-social factors.
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White matter microstructure is predictive of cardiometabolic health
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Comparison of different neurite density metrics with brain asymmetry evaluation
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Bio-psycho-social factors’ associations with brain age: a large-scale UK Biobank diffusion study of 35,749 participants
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Brain‐wide associations between white matter and age highlight the role of fornix microstructure in brain ageing
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Corrigendum to “Sleep and sleep deprivation differentially alter white matter microstructure: A mixed model design utilising advanced diffusion modelling”
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Brain-wide associations between white matter and age: fornix microstructure drives brain age
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Associations between abdominal adipose tissue, reproductive span, and brain characteristics in post-menopausal women
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Associations between brain imaging and polygenic scores of mental health and educational attainment in children aged 9–11
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The age of violence: Mapping brain age in psychosis and psychopathy
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Adipose tissue distribution from body MRI is associated with cross-sectional and longitudinal brain age in adults
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Sex- and age-specific associations between cardiometabolic risk and white matter brain age in the UK Biobank cohort
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Evidence for widespread alterations in cortical microstructure after 32 h of sleep deprivation
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Multisite reproducibility and test-retest reliability of the T1w/T2w-ratio: A comparison of processing methods
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White Matter Matters: Unraveling Violence in Psychosis and Psychopathy
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Cardiometabolic risk factors associated with brain age and accelerate brain ageing
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Optimised framework for myelin water imaging: data post-processing and Bayesian regression.
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YTTRIUM: QC algorithm for the processed diffusion maps in UK Biobank 18608 sample.
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Probing human cortical microstructure using diffusion MRI: insights from N = 17,646 individuals of the UK Biobank.
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A history of previous childbirths is linked to women's white matter brain age in midlife and older age
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Fast qualitY conTrol meThod foR derIved diffUsion Metrics (YTTRIUM) in big data analysis: U.K. Biobank 18,608 example
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Effects of nutrition therapy on growth, inflammation and metabolism in immature infants: a study protocol of a double-blind randomized controlled trial (ImNuT)
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Feasibility of generalised diffusion kurtosis imaging approach for brain glioma grading
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Sleep and sleep deprivation differentially alter white matter microstructure: A mixed model design utilising advanced diffusion modelling
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The assessment of cerebral white matter microstructure in cerebral small vessel disease based on the diffusion-weighted magnetic resonance imaging
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White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction
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Women's brain aging: effects of sex-hormone exposure, pregnancies, and genetic risk for Alzheimer's disease
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Brain age prediction reveals aberrant brain white matter in schizophrenia and bipolar disorder: A multisample diffusion tensor imaging study
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Evidence for wakefulness-related changes to extracellular space in human brain white matter from diffusion-weighted MRI.
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Variability of NODDI metrics between AMICO and original NODDI in UK Biobank data
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Influence of diffusion pipeline on data analysis: UK Biobank example for age-diffusion dependences
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Survey of maturation state in premature neonates using diffusion weighted and multi-echo T2 imaging
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Optimized diffusion gradient waveforms for estimating surface-to-volume ratio of an anisotropic medium
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An accurate surface-to-volume ratio estimation by general diffusion gradient waveform
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White matter microstructure changes as a function of time-of-day: a biomarker of accumulating sleep pressure?
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Probing surface-to-volume ratio of an anisotropic medium by diffusion NMR with general gradient encoding
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Feasibility of Non-Gaussian Diffusion Metrics in Chronic Disorders of Consciousness
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Towards an optimised processing pipeline for diffusion magnetic resonance imaging data: Effects of artefact corrections on diffusion metrics and their age associations in UK Biobank
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Isotropically weighted intravoxel incoherent motion brain imaging at 7T.
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Isotropic diffusion weighted 3D oscillating gradients at 7T