作者
Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Yixuan Yuan, Peili Lv, Tuo Zhang, Lei Guo, Dinggang Shen, Tianming Liu
发表日期
2013/5/2
期刊
IEEE transactions on medical imaging
卷号
32
期号
9
页码范围
1576-1586
出版商
IEEE
简介
Quantitative modeling and analysis of structural and functional brain networks based on diffusion tensor imaging (DTI) and functional magnetic resonance imaging (fMRI) data have received extensive interest recently. However, the regularity of these structural and functional brain networks across multiple neuroimaging modalities and also across different individuals is largely unknown. This paper presents a novel approach to inferring group-wise consistent brain subnetworks from multimodal DTI/resting-state fMRI datasets via multi-view spectral clustering of cortical networks, which were constructed upon our recently developed and validated large-scale cortical landmarks - DICCCOL (dense individualized and common connectivity-based cortical landmarks). We applied the algorithms on DTI data of 100 healthy young females and 50 healthy young males, obtained consistent multimodal brain networks within and …
引用总数
20142015201620172018201920202021202220236678845451
学术搜索中的文章
H Chen, K Li, D Zhu, X Jiang, Y Yuan, P Lv, T Zhang… - IEEE transactions on medical imaging, 2013