A systematic review of automated methods to perform white matter tract segmentation

A Joshi, H Li, NA Parikh, L He - Frontiers in Neuroscience, 2024 - frontiersin.org
White matter tract segmentation is a pivotal research area that leverages diffusion-weighted
magnetic resonance imaging (dMRI) for the identification and mapping of individual white …

[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 …

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 …

[PDF][PDF] A systematic review of automated

A Joshi, H Li, NA Parikh, L He - 2024 - frontiersin.org
The development of diffusion magnetic resonance imaging (dMRI) coupled with the
subsequent introduction of techniques to model water diffusion within the brain tissue using …

Clasificación de tractos nerviosos mediante técnicas supervisadas de deep learning

B Escalante Belmonte - 2024 - rua.ua.es
La tractografía es una técnica de imagen médica que permite visualizar y mapear las fibras
nerviosas del cerebro utilizando imágenes de resonancia magnética por difusión. Esta …