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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.

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Journal ArticleDOI

Image quality transfer and applications in diffusion MRI

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

ApoE influences regional white-matter axonal density loss in Alzheimer's disease

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.

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.