activity
20232026
most citedAnatomy-guided fiber trajectory distribution estimation for cranial nerves tractography

2 citations · 6 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2026

CNsEMD: An Expert-Annotated Multi-Field-Strength MRI Dataset and a Hyperspherical Manifold Network for Multimodal Cranial Nerve Parcellation

Lei Xie, Junxiong Huang, Guoqiang Xie +9

Cranial nerves (CNs) play essential roles in sensory, motor, and autonomic functions. Accurate CN parcellation from multimodal magnetic resonance imaging (MRI) is crucial for neuro…

eess.IV2025

Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation

Lei Xie, Junxiong Huang, Yuanjing Feng +1

The parcellation of Cranial Nerves (CNs) serves as a crucial quantitative methodology for evaluating the morphological characteristics and anatomical pathways of specific CNs. Mult…

cs.CV2025

Automated Mapping the Pathways of Cranial Nerve II, III, V, and VII/VIII: A Multi-Parametric Multi-Stage Diffusion Tractography Atlas

Lei Xie, Jiahao Huang, Jiawei Zhang +7

Cranial nerves (CNs) play a crucial role in various essential functions of the human brain, and mapping their pathways from diffusion MRI (dMRI) provides valuable preoperative insi…

q-bio.NC2025

Convergent and divergent connectivity patterns of the arcuate fasciculus in macaques and humans

Jiahao Huang, Ruifeng Li, Wenwen Yu +15

The organization and connectivity of the arcuate fasciculus (AF) in nonhuman primates remain contentious, especially concerning how its anatomy diverges from that of humans. Here,…

eess.IV2025

An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract Segmentation

Lei Xie, Huajun Zhou, Junxiong Huang +9

The segmentation of cranial nerves (CNs) tract provides a valuable quantitative tool for the analysis of the morphology and trajectory of individual CNs. Multimodal CNs tract segme…

physics.med-ph2024★ 2 cited

MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI

Nancy R. Newlin, Kurt Schilling, Serge Koudoro +33

White matter alterations are increasingly implicated in neurological diseases and their progression. International-scale studies use diffusion-weighted magnetic resonance imaging (…

eess.IV2024★ 2 cited

Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography

Lei Xie, Qingrun Zeng, Huajun Zhou +6

Diffusion MRI tractography is an important tool for identifying and analyzing the intracranial course of cranial nerves (CNs). However, the complex environment of the skull base le…

cs.CV2023★ 2 cited

Bundle-specific Tractogram Distribution Estimation Using Higher-order Streamline Differential Equation

Yuanjing Feng, Lei Xie, Jingqiang Wang +4

Tractography traces the peak directions extracted from fiber orientation distribution (FOD) suffering from ambiguous spatial correspondences between diffusion directions and fiber…