MIC as an Appropriate Method to Construct the Brain Functional Network
文献类型：期刊论文
| 作者 | Zhang, Ziqing1,2; Sun, Shu3; Yi, Ming1; Wu, Xia4,5; Ding, Yiming1 |
| 刊名 | BIOMED RESEARCH INTERNATIONAL
 |
| 出版日期 | 2015 |
| 英文摘要 | Using an effective method to measure the brain functional connectivity is an important step to study the brain functional network. The main methods for constructing an undirected brain functional network include correlation coefficient (CF), partial correlation coefficient (PCF), mutual information (MI), wavelet correlation coefficient (WCF), and coherence (CH). In this paper we demonstrate that the maximal information coefficient (MIC) proposed by Reshef et al. is relevant to constructing a brain functional network because it performs best in the comprehensive comparisons in consistency and robustness. Our work can be used to validate the possible new functional connection measures. |
| WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Biotechnology & Applied Microbiology ; Medicine, Research & Experimental |
| 研究领域[WOS] | Biotechnology & Applied Microbiology ; Research & Experimental Medicine |
| 关键词[WOS] | MAXIMAL INFORMATION COEFFICIENT ; DEFAULT MODE NETWORK ; NEURAL CONNECTIVITY ; FMRI DATA ; SCHIZOPHRENIA ; MRI |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000349747500001 |
| 公开日期 | 2015-07-14 |
| 源URL | [http://ir.wipm.ac.cn/handle/112942/1521]  |
| 专题 | 武汉物理与数学研究所_数学物理与应用研究部 |
| 作者单位 | 1.Chinese Acad Sci, Wuhan Inst Phys & Math, Key Lab Magnet Resonance Biol Syst, Wuhan 430071, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China 4.Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China 5.Chinese Acad Sci, Shanghai Inst Tech Phys, State Key Labs Transducer Technol, Shanghai 200083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Ziqing,Sun, Shu,Yi, Ming,et al. MIC as an Appropriate Method to Construct the Brain Functional Network[J]. BIOMED RESEARCH INTERNATIONAL,2015. |
| APA | Zhang, Ziqing,Sun, Shu,Yi, Ming,Wu, Xia,&Ding, Yiming.(2015).MIC as an Appropriate Method to Construct the Brain Functional Network.BIOMED RESEARCH INTERNATIONAL. |
| MLA | Zhang, Ziqing,et al."MIC as an Appropriate Method to Construct the Brain Functional Network".BIOMED RESEARCH INTERNATIONAL (2015). |
入库方式： OAI收割
来源：武汉物理与数学研究所
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