TY - JOUR
T1 - Characterization of U-shape streamline fibers
T2 - Methods and applications
AU - Zhang, Tuo
AU - Chen, Hanbo
AU - Guo, Lei
AU - Li, Kaiming
AU - Li, Longchuan
AU - Zhang, Shu
AU - Shen, Dinggang
AU - Hu, Xiaoping
AU - Liu, Tianming
N1 - Funding Information:
T. Liu was supported by the NIH Career Award EB 006878, NIH R01 DA033393, NSF CAREER Award IIS-1149260, and The University of Georgia start-up research funding. T. Zhang was supported by ‘Scholarship Award for Excellent Doctoral Student granted by Ministry of Education of China’ and ‘Excellent Doctorate Foundation of Northwestern Polytechnical University’. L. Li and X. Hu were supported by NIH PO1 AG026423 and NIH R01 DA033393. D. Zhang was supported by China Government Scholarship. L. Guo was supported by NSFC-61273362. The authors would like to thank the Human Connectome Project ( http://www.humanconnectomeproject.org/ ) for sharing the DSI dataset. The authors would like to thank the anonymous reviewers for their constructive comments.
PY - 2014/7
Y1 - 2014/7
N2 - 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.
AB - 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.
KW - DSI
KW - DTI
KW - Fiber shapes
KW - HARDI
KW - Shape analysis
UR - http://www.scopus.com/inward/record.url?scp=84901016956&partnerID=8YFLogxK
U2 - 10.1016/j.media.2014.04.005
DO - 10.1016/j.media.2014.04.005
M3 - Article
C2 - 24835185
AN - SCOPUS:84901016956
SN - 1361-8415
VL - 18
SP - 795
EP - 807
JO - Medical Image Analysis
JF - Medical Image Analysis
IS - 5
ER -