Functional Brain Network Estimation With Time Series Self-Scrubbing

Functional brain network (FBN) is becoming an increasingly important measurement for exploring cerebral mechanisms and mining informative biomarkers that assist diagnosis of some neurodegenerative disorders. Despite its effectiveness to discover valuable hidden patterns in the human brain, the estim...

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Bibliographic Details
Published in:	IEEE journal of biomedical and health informatics Vol. 23; no. 6; pp. 2494 - 2504
Main Authors:	Li, Weikai, Qiao, Lishan, Zhang, Limei, Wang, Zhengxia, Shen, Dinggang
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.11.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Biomarkers Brain Brain - diagnostic imaging Brain - physiology Brain mapping Brain Mapping - methods Cognitive ability Cognitive Dysfunction - diagnostic imaging Correlation Data points Databases, Factual Estimation Functional brain network Functional magnetic resonance imaging Head movement Humans Image Interpretation, Computer-Assisted - methods Informatics Magnetic Resonance Imaging - methods mild cognitive impairment (MCI) Neurodegenerative diseases Optimization Pipelines Rest - physiology resting-state functional magnetic resonance imaging (rs-fMRI) Time series Time series analysis Washing
ISSN:	2168-2194, 2168-2208, 2168-2208
Online Access:	Get full text
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