DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging

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	DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging
	Yan, Chao-Gan1,2,3 ; Wang, Xin-Di 4,5; Zuo, Xi-Nian1,2 ; Zang, Yu-Feng 6,7,8
刊名	NEUROINFORMATICS
	2016-07-01
卷号	14 期号:3 页码:339-351
关键词	Data processing Quality control Resting-state fMRI Standardization Statistical analysis
ISSN号	1539-2791
英文摘要	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.
WOS标题词	Science & Technology ; Technology ; Life Sciences & Biomedicine
类目[WOS]	Computer Science, Interdisciplinary Applications ; Neurosciences
研究领域[WOS]	Computer Science ; Neurosciences & Neurology
关键词[WOS]	FUNCTIONAL CONNECTIVITY MRI ; MOTION CORRECTION ; MULTICENTER FMRI ; QUALITY-CONTROL ; HEAD MOTION ; RAT-BRAIN ; CONNECTOME ; NOISE ; FLUCTUATIONS ; REGISTRATION
收录类别	SCI
语种	英语
WOS记录号	WOS:000377813900008
内容类型	期刊论文
源URL	[http://ir.psych.ac.cn/handle/311026/20018]
专题	心理研究所_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
推荐引用方式 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.