Institutional Repository of Key Laboratory of Behavioral Science, CAS
| 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
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| 2016-07-01 | |
| Source Publication | NEUROINFORMATICS
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| ISSN | 1539-2791 |
| Subtype | Article |
| Volume | 14Issue:3Pages:339-351 |
| Abstract | 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. |
| Keyword | Data Processing Quality Control Resting-state Fmri Standardization Statistical Analysis |
| DOI | 10.1007/s12021-016-9299-4 |
| Indexed By | SCI |
| Language | 英语 |
| Funding Organization | 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 Research Area | Computer Science ; Neurosciences & Neurology |
| WOS Subject | Computer Science, Interdisciplinary Applications ; Neurosciences |
| WOS ID | WOS:000377813900008 |
| WOS Headings | Science & Technology ; Technology ; Life Sciences & Biomedicine |
| WOS Keyword | FUNCTIONAL CONNECTIVITY MRI ; MOTION CORRECTION ; MULTICENTER FMRI ; QUALITY-CONTROL ; HEAD MOTION ; RAT-BRAIN ; CONNECTOME ; NOISE ; FLUCTUATIONS ; REGISTRATION |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.psych.ac.cn/handle/311026/20018 |
| Collection | 中国科学院行为科学重点实验室 |
| Affiliation | 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 |
| 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-SA | View Application Full Text | |
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