High angular diffusion tensor imaging estimation from minimal evenly distributed diffusion gradient directions

Z Tang, S Chen, A D'Souza, D Liu, F Calamante… - Frontiers in …, 2023 - frontiersin.org
Diffusion-weighted Imaging (DWI) is a non-invasive imaging technique based on Magnetic
Resonance Imaging (MRI) principles to measure water diffusivity and reveal details of the …

Enhancing angular resolution via directionality encoding and geometric constraints in brain diffusion tensor imaging

S Chen, Z Tang, M Cabezas, X Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
Diffusion-weighted imaging (DWI) is a type of Magnetic Resonance Imaging (MRI) technique
sensitised to the diffusivity of water molecules, offering the capability to inspect tissue …

Field-of-view extension for brain diffusion MRI via deep generative models

C Gao, S Bao, ME Kim, NR Newlin… - Journal of Medical …, 2024 - spiedigitallibrary.org
Purpose In brain diffusion magnetic resonance imaging (dMRI), the volumetric and bundle
analyses of whole-brain tissue microstructure and connectivity can be severely impeded by …

Brain multi modality image inpainting via deep learning based edge region generative adversarial network

R Sheeja, VB Sadu, R Shobana… - Technology and Health …, 2024 - journals.sagepub.com
<? show [AQ ID= GQ2 POS=-24pt]?><? show [AQ ID= GQ5 POS= 12pt]?> A brain tumor (BT)
is considered one of the most crucial and deadly diseases in the world, as it affects the …

Unsupervised dMRI Artifact Detection via Angular Resolution Enhancement and Cycle Consistency Learning

S Chen, Z Tang, X Wang, C Wang, W Cai - Australasian Joint Conference …, 2024 - Springer
Diffusion magnetic resonance imaging (dMRI) is a crucial technique in neuroimaging
studies, allowing for the non-invasive probing of the underlying structures of brain tissues …

Brain Magnetic Resonance Image Inpainting via Deep Edge Region-based Generative Adversarial Network

R Kala, R Chandrasekaran, A Ahilan… - Journal of Electrical …, 2024 - Springer
Human brains are the most complex organs. There are a number of functions that this three-
pound organ performs, including intelligence, interpreter of the senses, initiator of bodily …