Title
Unified Framework for Robust Estimation of Brain Networks From fMRI Using Temporal and Spatial Correlation Analyses.
Abstract
There is a rapidly growing interest in the neuroimaging field to use functional magnetic resonance imaging (fMRI) to explore brain networks, i.e., how regions of the brain communicate with one another. This paper presents a general and novel statistical framework for robust and more complete estimation of brain functional connectivity from fMRI based on correlation analyses and hypothesis testing....
Year
DOI
Venue
2009
10.1109/TMI.2009.2014863
IEEE Transactions on Medical Imaging
Keywords
Field
DocType
Robustness,Magnetic analysis,Testing,Magnetic resonance imaging,Image analysis,Statistics,Neuroimaging,Multiprocessor interconnection networks,Performance evaluation,In vivo
Brain mapping,Multiple correlation,Synthetic data,Artificial intelligence,Neuroimaging,Artificial neural network,Statistical hypothesis testing,Computer vision,Functional magnetic resonance imaging,Pattern recognition,Multiple comparisons problem,Mathematics,Machine learning
Journal
Volume
Issue
ISSN
28
8
0278-0062
Citations 
PageRank 
References 
5
0.46
19
Authors
2
Name
Order
Citations
PageRank
Yongmei Wang123223.10
Jing Xia250.46