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Eyes-Open/Eyes-Closed Dataset Sharing for Reproducibility Evaluation of Resting State fMRI Data Analysis Methods
Liu, Dongqiang1; Dong, Zhangye2; Zuo, Xinian3; Wang, Jue1,2; Zang, Yufeng1,2; Liu, DQ (reprint author), Hangzhou Normal Univ, Ctr Cognit & Brain Disorders, Hangzhou 310015, Zhejiang, Peoples R China.
2013
发表期刊NEUROINFORMATICS
ISSN1539-2791
文章类型期刊论文
卷号11期号:4页码:469-476
产权排序3
摘要The multi-scan resting state fMRI (rs-fMRI) dataset was recently released; thus the test-retest (TRT) reliability of rs-fMRI measures can be assessed. However, because this dataset was acquired only from a single group under a single condition, we cannot directly evaluate whether the rs-fMRI measures can generate reproducible between-condition or between-group results. Because the modulation of resting state activity has gained increasing attention, it is important to know whether one rs-fMRI metric can reliably detect the alteration of the resting activity. Here, we shared a public Eyes-Open (EO)/Eyes-Closed (EC) dataset for evaluating the split-half reproducibility of the rs-fMRI measures in detecting changes of the resting state activity between EO and EC. As examples, we assessed the split-half reproducibility of three widely applied rs-fMRI metrics: amplitude of low frequency fluctuation, regional homogeneity, and seed-based correlation analysis. Our results demonstrated that reproducible patterns of EO-EC differences can be detected by all three measures, suggesting the feasibility of the EO/EC dataset for performing reproducibility assessment for other rs-fMRI measures.
关键词Resting state fMRI measures Reproducibility Data sharing Eyes open Eyes closed
学科领域Physiological Psychology/biological Psychology
URL查看原文
收录类别SCI
语种英语
项目资助者National Natural Science Foundation of China [30770594] ; National High Technology Program of China (863) [2008AA02Z405]
项目简介This work was supported by the National Natural Science Foundation of China (Grant No. 30770594) and the National High Technology Program of China (863) (Grant No. 2008AA02Z405).
WOS研究方向Computer Science ; Neurosciences & Neurology
WOS类目Computer Science, Interdisciplinary Applications ; Neurosciences
WOS记录号WOS:000325767100006
WOS标题词Science & Technology ; Technology ; Life Sciences & Biomedicine
关键词[WOS]SPONTANEOUS BRAIN ACTIVITY ; FUNCTIONAL CONNECTIVITY ; DEFAULT MODE ; NETWORK ; MRI ; OSCILLATIONS ; AMPLITUDE ; CLUSTERS ; DISEASE ; REGIONS
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被引频次:30[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/10833
专题中国科学院行为科学重点实验室
通讯作者Liu, DQ (reprint author), Hangzhou Normal Univ, Ctr Cognit & Brain Disorders, Hangzhou 310015, Zhejiang, Peoples R China.
作者单位1.Hangzhou Normal Univ, Ctr Cognit & Brain Disorders, Hangzhou 310015, Zhejiang, Peoples R China
2.Beijing Normal Univ, Natl Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
3.Chinese Acad Sci, Inst Psychol, Lab Funct Connectome & Dev, Key Lab Behav Sci, Beijing 100101, Peoples R China
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Liu, Dongqiang,Dong, Zhangye,Zuo, Xinian,et al. Eyes-Open/Eyes-Closed Dataset Sharing for Reproducibility Evaluation of Resting State fMRI Data Analysis Methods[J]. NEUROINFORMATICS,2013,11(4):469-476.
APA Liu, Dongqiang,Dong, Zhangye,Zuo, Xinian,Wang, Jue,Zang, Yufeng,&Liu, DQ .(2013).Eyes-Open/Eyes-Closed Dataset Sharing for Reproducibility Evaluation of Resting State fMRI Data Analysis Methods.NEUROINFORMATICS,11(4),469-476.
MLA Liu, Dongqiang,et al."Eyes-Open/Eyes-Closed Dataset Sharing for Reproducibility Evaluation of Resting State fMRI Data Analysis Methods".NEUROINFORMATICS 11.4(2013):469-476.
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