Characterization of U-shape streamline fibers: Methods and applications

被引:55
|
作者
Zhang, Tuo [1 ,2 ,3 ]
Chen, Hanbo [1 ,2 ]
Guo, Lei [3 ]
Li, Kaiming [4 ]
Li, Longchuan [4 ]
Zhang, Shu [1 ,2 ]
Shen, Dinggang [5 ,6 ]
Hu, Xiaoping [4 ]
Liu, Tianming [1 ,2 ]
机构
[1] Univ Georgia, Dept Comp Sci, Athens, GA 30602 USA
[2] Univ Georgia, Bioimaging Res Ctr, Athens, GA 30602 USA
[3] Polytech Univ, Sch Automat, Xian, Shaanxi, Peoples R China
[4] Emory Univ, Biomed Imaging Technol Ctr, Atlanta, GA 30322 USA
[5] UNC, Dept Radiol, Chapel Hill, NC USA
[6] UNC, Biomed Res Imaging Ctr, Chapel Hill, NC USA
基金
美国国家科学基金会;
关键词
DSI; HARDI; DTI; Fiber shapes; Shape analysis; WHITE-MATTER; BRAIN; TRACTOGRAPHY; ARCHITECTURE; CONNECTIONS; PATHWAYS;
D O I
10.1016/j.media.2014.04.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Diffusion tensor imaging (DTI), high angular resolution diffusion imaging (HARDI), and diffusion spectrum imaging (DSI) have been widely used in the neuroimaging field to examine the macro-scale fiber connection patterns in the cerebral cortex. However, the topographic and geometric relationships between diffusion imaging derived streamline fiber connection patterns and cortical folding patterns remain largely unknown. This paper specifically identifies and characterizes the U-shapes of diffusion imaging derived streamline fibers via a novel fiber clustering framework and examines their co-localization patterns with cortical sulci based on DTI, HARDI, and DSI datasets of human, chimpanzee and macaque brains. We verified the presence of these U-shaped streamline fibers that connect neighboring gyri by coursing around cortical sulci such as the central sulcus, pre-central sulcus, post-central sulcus, superior temporal sulcus, inferior frontal sulcus, and intra-parietal sulcus. This study also verified the existence of U-shape fibers across data modalities (DTI/HARDI/DSI) and primate species (macaque, chimpanzee and human), and suggests that the common pattern of U-shape fibers coursing around sulci is evolutionarily-preserved in cortical architectures. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:795 / 807
页数:13
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