[HTML][HTML] Quantitative map** of the brain's structural connectivity using diffusion MRI tractography: A review

F Zhang, A Daducci, Y He, S Schiavi, C Seguin… - Neuroimage, 2022 - Elsevier
Diffusion magnetic resonance imaging (dMRI) tractography is an advanced imaging
technique that enables in vivo reconstruction of the brain's white matter connections at …

Deep white matter analysis (DeepWMA): fast and consistent tractography segmentation

F Zhang, SC Karayumak, N Hoffmann, Y Rathi… - Medical Image …, 2020 - Elsevier
White matter tract segmentation, ie identifying tractography fibers (streamline trajectories)
belonging to anatomically meaningful fiber tracts, is an essential step to enable tract …

Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation …

T Xue, F Zhang, C Zhang, Y Chen, Y Song… - Medical image …, 2023 - Elsevier
Diffusion MRI tractography is an advanced imaging technique that enables in vivo map**
of the brain's white matter connections. White matter parcellation classifies tractography …

Converting sounds to meaning with ventral semantic language networks: integration of interdisciplinary data on brain connectivity, direct electrical stimulation and …

V Sefcikova, JK Sporrer, P Juvekar, A Golby… - Brain Structure and …, 2022 - Springer
Numerous traditional linguistic theories propose that semantic language pathways convert
sounds to meaningful concepts, generating interpretations ranging from simple object …

A diffusion MRI tractography atlas for concurrent white matter map** across Eastern and Western populations

Y Li, W Zhang, Y Wu, L Yin, C Zhu, Y Chen… - Scientific Data, 2024 - nature.com
The study of brain differences across Eastern and Western populations provides vital
insights for understanding potential cultural and genetic influences on cognition and mental …

[HTML][HTML] White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project

LR Zekelman, F Zhang, N Makris, J He, Y Chen, T Xue… - Neuroimage, 2022 - Elsevier
Abstract Language and theory of mind (ToM) are the cognitive capacities that allow for the
successful interpretation and expression of meaning. While functional MRI investigations are …

Common neural substrates of diverse neurodevelopmental disorders

HM Sokolowski, B Levine - 2023 - academic.oup.com
Neurodevelopmental disorders are categorized and studied according to their
manifestations as distinct syndromes. For instance, congenital prosopagnosia and dyslexia …

Fiber tractography bundle segmentation depends on scanner effects, vendor effects, acquisition resolution, diffusion sampling scheme, diffusion sensitization, and …

KG Schilling, CMW Tax, F Rheault, C Hansen, Q Yang… - Neuroimage, 2021 - Elsevier
When investigating connectivity and microstructure of white matter pathways of the brain
using diffusion tractography bundle segmentation, it is important to understand potential …

[HTML][HTML] Deep learning based segmentation of brain tissue from diffusion MRI

F Zhang, A Breger, KIK Cho, L Ning, CF Westin… - Neuroimage, 2021 - Elsevier
Segmentation of brain tissue types from diffusion MRI (dMRI) is an important task, required
for quantification of brain microstructure and for improving tractography. Current dMRI …

TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography

T Xue, F Zhang, LR Zekelman, C Zhang… - Frontiers in …, 2024 - pmc.ncbi.nlm.nih.gov
Neuroimaging-based prediction of neurocognitive measures is valuable for studying how
the brain's structure relates to cognitive function. However, the accuracy of prediction using …