PSYCH OpenIR  > 中国科学院行为科学重点实验室
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
Source PublicationNEUROINFORMATICS
ISSN1539-2791
SubtypeArticle
Volume14Issue:3Pages:339-351
AbstractBrain 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.
KeywordData Processing Quality Control Resting-state Fmri Standardization Statistical Analysis
DOI10.1007/s12021-016-9299-4
Indexed BySCI
Language英语
Funding OrganizationNational 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 Research AreaComputer Science ; Neurosciences & Neurology
WOS SubjectComputer Science, Interdisciplinary Applications ; Neurosciences
WOS IDWOS:000377813900008
WOS HeadingsScience & Technology ; Technology ; Life Sciences & Biomedicine
WOS KeywordFUNCTIONAL CONNECTIVITY MRI ; MOTION CORRECTION ; MULTICENTER FMRI ; QUALITY-CONTROL ; HEAD MOTION ; RAT-BRAIN ; CONNECTOME ; NOISE ; FLUCTUATIONS ; REGISTRATION
Citation statistics
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/20018
Collection中国科学院行为科学重点实验室
Affiliation1.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
Recommended Citation
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.
Files in This Item:
File Name/Size DocType Version Access License
DPABI Data Processin(5197KB)期刊论文作者接受稿限制开放CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Yan, Chao-Gan]'s Articles
[Wang, Xin-Di]'s Articles
[Zuo, Xi-Nian]'s Articles
Baidu academic
Similar articles in Baidu academic
[Yan, Chao-Gan]'s Articles
[Wang, Xin-Di]'s Articles
[Zuo, Xi-Nian]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Yan, Chao-Gan]'s Articles
[Wang, Xin-Di]'s Articles
[Zuo, Xi-Nian]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: DPABI Data Processing %26 Analysis for %28Resting-State%29 Brain Imaging.pdf
Format: Adobe PDF
This file does not support browsing at this time
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.