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TractoMFormer: A novel streamline-level tractography analysis framework for group classification using deep graph and multi-scale ViT

Diffusion MRI (dMRI) tractography is an advanced imaging technique that enables in vivo reconstruction of the brain’s white matter fiber pathways. It has become an important tool for computational brain analysis tasks, including population classification across different cohorts, for instance, sex c...

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Principais autores: Zixi Wang, Junyi Wang, Yi Pan, Tengfei Xue, Weidong Cai, Yogesh Rathi, Carl-Fredrik Westin, Lauren J. O’Donnell, Fan Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2026-08-01
coleção:NeuroImage
Assuntos:
Diffusion MRI
Tractography
UKF
MViT
Sex classification
Disease classification
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S1053811926003071
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