NTU-DSI-122: A diffusion spectrum imaging template with high anatomical matching to the ICBM-152 space

被引:46
作者
Hsu, Yung-Chin [1 ]
Lo, Yu-Chun [1 ]
Chen, Yu-Jen [1 ]
Wedeen, Van Jay [2 ,3 ]
Tseng, Wen-Yih Isaac [1 ,4 ,5 ,6 ]
机构
[1] Natl Taiwan Univ, Grad Inst Med Devices & Imaging Syst, Coll Med, Taipei 10051, Taiwan
[2] Harvard Univ, Dept Radiol, Massachusetts Gen Hosp, Sch Med, Charlestown, MA 02129 USA
[3] MGH, Massachusetts Inst Technol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA 02129 USA
[4] Natl Taiwan Univ Hosp, Dept Med Imaging, Taipei, Taiwan
[5] Natl Taiwan Univ, Grad Inst Brain & Mind Sci, Coll Med, Taipei 10051, Taiwan
[6] Natl Taiwan Univ, Mol Imaging Ctr, Taipei 10764, Taiwan
关键词
diffusion template; diffusion spectrum imaging; white matter; HUMAN BRAIN; TENSOR MRI; INDUCED DISTORTION; SPIN-ECHO; REGISTRATION; NORMALIZATION; IMAGES;
D O I
10.1002/hbm.22860
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
A diffusion-weighted (DW) template in a standard coordinate system is often necessary for the analysis of white matter (WM) structures using DW images. Although several DW templates have been constructed in the ICBM-152 space, a template for diffusion spectrum imaging (DSI) is still lacking. In this study, we developed a DSI template in the ICBM-152 space from 122 healthy adults. This high quality template, NTU-DSI-122, was built through incorporating the macroscopic anatomical information using high-resolution T-1-weighted images and the microscopic structural information obtained from DSI datasets. Two evaluations were conducted to examine the quality of NTU-DSI-122. The first evaluation examined the anatomical consistency of NTU-DSI-122 in matching to the ICBM-152 coordinate system. The results showed that this template matched to the ICBM-152 templates very well across the whole brain, not only in the deep white matter regions as other DW templates but also in the superficial white matter regions. In the second evaluation, a large number of independent diffusion tensor imaging (DTI) datasets were registered to the DTI template derived from NTU-DSI-122. The examination was performed by quantifying the anatomical consistency among the registered DTI datasets. The results showed that using NTU-DSI-122 as the registration template the registered DTI datasets can achieve high anatomical alignment. Both evaluations demonstrate that NTU-DSI-122 is a useful high quality DW template. Therefore, NTU-DSI-122 can serve as a representative DSI dataset for a healthy adult population, and will be of potential value for brain research and clinical applications. The NTU-DSI-122 template is available at //www.nitrc.org/projects/ntu-dsi-122/. Hum Brain Mapp 36:3528-3541, 2015. (c) 2015 Wiley Periodicals, Inc.
引用
收藏
页码:3528 / 3541
页数:14
相关论文
共 36 条
[1]   Spatial transformations of diffusion tensor magnetic resonance images [J].
Alexander, DC ;
Pierpaoli, C ;
Basser, PJ ;
Gee, JC .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (11) :1131-1139
[2]   Unified segmentation [J].
Ashburner, J ;
Friston, KJ .
NEUROIMAGE, 2005, 26 (03) :839-851
[3]   A fast diffeomorphic image registration algorithm [J].
Ashburner, John .
NEUROIMAGE, 2007, 38 (01) :95-113
[4]   Diffeomorphic registration using geodesic shooting and Gauss-Newton optimisation [J].
Ashburner, John ;
Friston, Karl J. .
NEUROIMAGE, 2011, 55 (03) :954-967
[5]   Computing average shaped tissue probability templates [J].
Ashburner, John ;
Friston, Karl J. .
NEUROIMAGE, 2009, 45 (02) :333-341
[6]  
Basser PJ, 2000, MAGNET RESON MED, V44, P625, DOI 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO
[7]  
2-O
[8]  
Basser PJ, 1996, J MAGN RESON SER B, V111, P209, DOI [10.1006/jmrb.1996.0086, 10.1016/j.jmr.2011.09.022]
[9]   ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03) :247-254
[10]  
Basser PJ, 2000, MAGNET RESON MED, V44, P41, DOI 10.1002/1522-2594(200007)44:1<41::AID-MRM8>3.0.CO