MIC as an Appropriate Method to Construct the Brain Functional Network
Joint Authors
Ding, Yiming
Wu, Xia
Zhang, Ziqing
Sun, Shu
Yi, Ming
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-02-01
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
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.
American Psychological Association (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،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1056885
Modern Language Association (MLA)
Zhang, Ziqing…[et al.]. MIC as an Appropriate Method to Construct the Brain Functional Network. BioMed Research International No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1056885
American Medical Association (AMA)
Zhang, Ziqing& Sun, Shu& Yi, Ming& Wu, Xia& Ding, Yiming. MIC as an Appropriate Method to Construct the Brain Functional Network. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1056885
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1056885
