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DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging
Yan, Chao-Gan1,2,3; Wang, Xin-Di4,5; Zuo, Xi-Nian1,2; Zang, Yu-Feng6,7,8
2016-07-01
发表期刊NEUROINFORMATICS
ISSN1539-2791
文章类型Article
卷号14期号:3页码:339-351
摘要Brain imaging efforts are being increasingly devoted to decode the functioning of the human brain. Among neuroimaging techniques, resting-state fMRI (R-fMRI) is currently expanding exponentially. Beyond the general neuroimaging analysis packages (e.g., SPM, AFNI and FSL), REST and DPARSF were developed to meet the increasing need of user-friendly toolboxes for R-fMRI data processing. To address recently identified methodological challenges of R-fMRI, we introduce the newly developed toolbox, DPABI, which was evolved from REST and DPARSF. DPABI incorporates recent research advances on head motion control and measurement standardization, thus allowing users to evaluate results using stringent control strategies. DPABI also emphasizes test-retest reliability and quality control of data processing. Furthermore, DPABI provides a user-friendly pipeline analysis toolkit for rat/monkey R-fMRI data analysis to reflect the rapid advances in animal imaging. In addition, DPABI includes preprocessing modules for task-based fMRI, voxel-based morphometry analysis, statistical analysis and results viewing. DPABI is designed to make data analysis require fewer manual operations, be less time-consuming, have a lower skill requirement, a smaller risk of inadvertent mistakes, and be more comparable across studies. We anticipate this open-source toolbox will assist novices and expert users alike and continue to support advancing R-fMRI methodology and its application to clinical translational studies.
关键词Data Processing Quality Control Resting-state Fmri Standardization Statistical Analysis
DOI10.1007/s12021-016-9299-4
收录类别SCI
语种英语
项目资助者National Basic Research (973) Program(2015CB351702) ; Hundred Talents Program of the Chinese Academy of Sciences(Y5CX072006 ; Beijing Municipal Science & Technology Commission ; CAS K.C. Wong Education Foundation ; "Qian Jiang Distinguished Professor" program ; Y2CS112006)
WOS研究方向Computer Science ; Neurosciences & Neurology
WOS类目Computer Science, Interdisciplinary Applications ; Neurosciences
WOS记录号WOS:000377813900008
WOS标题词Science & Technology ; Technology ; Life Sciences & Biomedicine
关键词[WOS]FUNCTIONAL CONNECTIVITY MRI ; MOTION CORRECTION ; MULTICENTER FMRI ; QUALITY-CONTROL ; HEAD MOTION ; RAT-BRAIN ; CONNECTOME ; NOISE ; FLUCTUATIONS ; REGISTRATION
引用统计
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/20018
专题中国科学院行为科学重点实验室
作者单位1.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, 16 Lincui Rd, Beijing 100101, Peoples R China
2.Chinese Acad Sci, Inst Psychol, Magnet Resonance Imaging Res Ctr, 16 Lincui Rd, Beijing 100101, Peoples R China
3.NYU, Sch Med, Langone Med Ctr, Dept Child & Adolescent Psychiat, New York, NY 10016 USA
4.Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
5.Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing 100875, Peoples R China
6.Hangzhou Normal Univ, Ctr Cognit & Brain Disorders, Hangzhou, Zhejiang, Peoples R China
7.Zhejiang Key Lab Res Assessment Cognit Impairment, Hangzhou, Zhejiang, Peoples R China
8.Hangzhou Normal Univ, Dept Psychol, Coll Educ, Hangzhou, Zhejiang, Peoples R China
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GB/T 7714
Yan, Chao-Gan,Wang, Xin-Di,Zuo, Xi-Nian,et al. DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging[J]. NEUROINFORMATICS,2016,14(3):339-351.
APA Yan, Chao-Gan,Wang, Xin-Di,Zuo, Xi-Nian,&Zang, Yu-Feng.(2016).DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging.NEUROINFORMATICS,14(3),339-351.
MLA Yan, Chao-Gan,et al."DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging".NEUROINFORMATICS 14.3(2016):339-351.
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