One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer

W Liu, Z Zhuo, Y Liu, C Ye - Medical Image Analysis, 2023 - Elsevier
The use of convolutional neural networks (CNNs) has allowed accurate white matter (WM)
tract segmentation on diffusion magnetic resonance imaging (dMRI). To train the CNN …

[HTML][HTML] Brain and cognitive ageing: the present, and some predictions (… about the future)

SR Cox, IJ Deary - Aging Brain, 2022 - Elsevier
Experiencing decline in one's cognitive abilities is among the most feared aspects of
growing old [53]. Age-related cognitive decline carries a huge personal, societal, and …

[HTML][HTML] Volumetric segmentation of white matter tracts with label embedding

W Liu, Q Lu, Z Zhuo, Y Li, Y Duan, P Yu, L Qu, C Ye… - Neuroimage, 2022 - Elsevier
Convolutional neural networks have achieved state-of-the-art performance for white matter
(WM) tract segmentation based on diffusion magnetic resonance imaging (dMRI). However …

FLAIR MRI biomarkers of the normal appearing brain matter are related to cognition

MA Bahsoun, MU Khan, S Mitha, A Ghazvanchahi… - NeuroImage: Clinical, 2022 - Elsevier
A novel biomarker panel was proposed to quantify macro and microstructural biomarkers
from the normal-appearing brain matter (NABM) in multicentre fluid-attenuation inversion …

3D finite-element brain modeling of lateral ventricular wall loading to rationalize periventricular white matter hyperintensity locations

A Caçoilo, H Rusinek, J Weickenmeier - Engineering with computers, 2022 - Springer
Aging-related periventricular white matter hyperintensities (pvWMHs) are a common
observation in medical images of the aging brain. The underlying tissue damage is part of …

Young versus older subject diffusion magnetic resonance imaging data for virtual white matter lesion tractography

M Taghvaei, P Cook, S Sadaghiani, B Shakibajahromi… - 2023 - Wiley Online Library
White matter hyperintensity (WMH) lesions on T2 fluid‐attenuated inversion recovery
(FLAIR) magnetic resonance imaging (MRI) and changes in adjacent normal‐appearing …

Oxymatrine ameliorates white matter injury by modulating gut microbiota after intracerebral hemorrhage in mice

J Li, J Liang, M Zeng, K Sun, Y Luo… - CNS Neuroscience …, 2023 - Wiley Online Library
Introduction White matter injury (WMI) significantly affects neurobehavioral recovery in
intracerebral hemorrhage (ICH) patients. Gut dysbiosis plays an important role in the …

Clinical and cognitive correlates tractography analysis in patients with white matter hyperintensity of vascular origin

Q Kuang, M Huang, Y Lei, L Wu, C Jin, J Dai… - Frontiers in …, 2023 - frontiersin.org
Purpose White matter hyperintensity lesions (WMHL) in the brain are a consequence of
cerebral small vessel disease and microstructural damage. Patients with WMHL have …

Distributed associations among white matter hyperintensities and structural brain networks with fluid cognition in healthy aging

MD Rudolph, JR Cohen, DJ Madden - Cognitive, Affective, & Behavioral …, 2024 - Springer
White matter hyperintensities (WMHs) are associated with age-related cognitive impairment
and increased risk of Alzheimer's disease. However, the manner by which WMHs contribute …

Longitudinal changes in white matter free water in cerebral small vessel disease: Relationship to cerebral blood flow and white matter fiber alterations

M Lin, S Wang, H Hong, Y Zhang… - Journal of Cerebral …, 2024 - journals.sagepub.com
White matter (WM) free water (FW) is a potential imaging marker for cerebral small vessel
disease (CSVD). This study aimed to characterize longitudinal changes in WM FW and …