reviewNeuroImageDec 9, 2016HYBRID OA

Methods for cleaning the BOLD fMRI signal

Basque Center on Cognition, Brain and Language · National Institute of Mental Health · +1 more institution

PubMed
Indexed incrossrefdoajpubmed

Abstract

Blood oxygen-level-dependent functional magnetic resonance imaging (BOLD fMRI) has rapidly become a popular technique for the investigation of brain function in healthy individuals, patients as well as in animal studies. However, the BOLD signal arises from a complex mixture of neuronal, metabolic and vascular processes, being therefore an indirect measure of neuronal activity, which is further severely corrupted by multiple non-neuronal fluctuations of instrumental, physiological or subject-specific origin. This review aims to provide a comprehensive summary of existing methods for cleaning the BOLD fMRI signal. The description is given from a methodological point of view, focusing on the operation of the…

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597
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25.05
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100%
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330
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Authors

2

Topics & keywords

Keywords
  • Computer science
  • SIGNAL (programming language)
  • Noise (video)
  • Preprocessor
  • Noise reduction
  • Communication noise
  • Artificial intelligence
  • Independent component analysis
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