activity
20222026
most citedDeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography

2 citations · 4 across the 5 of their papers we have counts for

collaborators

5 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…

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…

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…

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.CV2022★ 2 cited

DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography

Sipei Li, Jianzhong He, Tengfei Xue +13

The retinogeniculate pathway (RGVP) is responsible for carrying visual information from the retina to the lateral geniculate nucleus. Identification and visualization of the RGVP a…