J
Jiaying Zhang
Researcher at University College London
Publications - 8
Citations - 528
Jiaying Zhang is an academic researcher from University College London. The author has contributed to research in topics: White matter & Diffusion MRI. The author has an hindex of 7, co-authored 8 publications receiving 401 citations.
Papers
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Journal ArticleDOI
Image quality transfer and applications in diffusion MRI
Daniel C. Alexander,Darko Zikic,Aurobrata Ghosh,Ryutaro Tanno,Viktor Wottschel,Jiaying Zhang,Enrico Kaden,Tim B. Dyrby,Stamatios N. Sotiropoulos,Stamatios N. Sotiropoulos,Hui Zhang,Antonio Criminisi +11 more
TL;DR: Results highlight potential benefits of IQT in both brain connectivity mapping and microstructure imaging, and shows potential in estimating, from standard “single‐shell” data, maps of microstructural parameters that normally require specialised multi‐shell data.
Book ChapterDOI
Image quality transfer via random forest regression: applications in diffusion MRI.
TL;DR: This paper proposes a framework for solving the problem of image quality transfer using random forest regression to relate patches in the low-quality data set to voxel values in the high quality data set and demonstrates efficacy on a standard data set.
Journal ArticleDOI
Cortical microstructure in young onset Alzheimer's disease using neurite orientation dispersion and density imaging.
Thomas D. Parker,Catherine F. Slattery,Jiaying Zhang,Jennifer M. Nicholas,Ross W. Paterson,Alexander J.M. Foulkes,Ian B. Malone,David L. Thomas,Marc Modat,David M. Cash,Sebastian J. Crutch,Daniel C. Alexander,Sebastien Ourselin,Nick C. Fox,Hui Zhang,Jonathan M. Schott +15 more
TL;DR: Data suggest distinct differences in cortical NDI and ODI occur in AD and these metrics provide pathologically relevant information beyond that of cortical thinning.
Journal ArticleDOI
ApoE influences regional white-matter axonal density loss in Alzheimer's disease
Catherine F. Slattery,Jiaying Zhang,Ross W. Paterson,Alexander J.M. Foulkes,Amelia M. Carton,Kirsty Macpherson,Laura Mancini,David L. Thomas,Marc Modat,Nicolas Toussaint,David M. Cash,John S. Thornton,Susie M.D. Henley,Sebastian J. Crutch,Daniel C. Alexander,Sebastien Ourselin,Nick C. Fox,Hui Zhang,Jonathan M. Schott +18 more
TL;DR: NODDI provides tissue-specific microstructural metrics ofwhite-matter tract damage in YOAD, including NDI which correlates with focal cognitive deficits, and APOEε4 status is associated with different patterns of white-matter neurodegeneration.
Journal ArticleDOI
In vivo characterization of white matter pathology in premanifest huntington's disease.
Jiaying Zhang,Sarah Gregory,Sarah Gregory,Rachael I. Scahill,Alexandra Durr,David L. Thomas,Stéphane Lehéricy,Geraint Rees,Sarah J. Tabrizi,Sarah J. Tabrizi,Hui Zhang,TrackOn-HD investigators +11 more
TL;DR: Neurite orientation dispersion and density imaging (NODDI) is a novel magnetic resonance imaging (MRI) technique for characterizing axonal pathology more specifically, providing metrics that separately quantify axonal density and axonal organization.