[HTML][HTML] Deep fiber clustering: anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation

Y Chen, C Zhang, T Xue, Y Song, N Makris, Y Rathi… - NeuroImage, 2023 - Elsevier
White matter fiber clustering is an important strategy for white matter parcellation, which
enables quantitative analysis of brain connections in health and disease. In combination …

[HTML][HTML] A multimodal submillimeter MRI atlas of the human cerebellum

W Lyu, Y Wu, KM Huynh, S Ahmad, PT Yap - Scientific Reports, 2024 - nature.com
The human cerebellum is engaged in a broad array of tasks related to motor coordination,
cognition, language, attention, memory, and emotional regulation. A detailed cerebellar …

DFC: anatomically informed Fiber clustering with self-supervised deep learning for fast and effective Tractography Parcellation

Y Chen, C Zhang, T Xue, Y Song, N Makris… - arXiv preprint arXiv …, 2022 - arxiv.org
White matter fiber clustering (WMFC) is an important strategy for white matter parcellation,
which enables quantitative analysis of white matter connections in health and disease …

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

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

Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method

X Xu, Y Chen, L Zekelman, Y Rathi… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
As the largest human cerebellar nucleus, the dentate nucleus (DN) functions significantly in
the communication between the cerebellum and the rest of the brain. Structural connectivity …

Regionalized Infant Brain Cortical Development Based on Multi-view, High-Level fMRI Fingerprint

T Tao, J Huang, F Liu, M Liu, L Guo, X Cai, Z Gu… - … Workshop on Machine …, 2023 - Springer
The human brain demonstrates higher spatial and functional heterogeneity during the first
two postnatal years than any other period of life. Infant cortical developmental …

[HTML][HTML] Probing bundle-wise abnormalities in patients infected with human immunodeficiency virus using fixel-based analysis: new insights into neurocognitive …

J Zhao, B Jing, J Liu, F Chen, Y Wu… - Chinese Medical …, 2023 - journals.lww.com
Background: Changes in white matter (WM) underlie the neurocognitive damages induced
by a human immunodeficiency virus (HIV) infection. This study aimed to examine using a …