Methods for cleaning the BOLD fMRI signal
Basque Center on Cognition, Brain and Language · National Institute of Mental Health · +1 more institution
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…
Citation impact
- FWCI
- 25.05
- Percentile
- 100%
- References
- 330
Authors
2Topics & keywords
- Computer science
- SIGNAL (programming language)
- Noise (video)
- Preprocessor
- Noise reduction
- Communication noise
- Artificial intelligence
- Independent component analysis
Funding
- UDU.S. Department of Health and Human Services
- MDMinisterio de Economía y CompetitividadAwards: SEV-2015-490, PSI 2013–42343
- NINational Institutes of HealthAward: ZICMH002888
- NINational Institute of Mental HealthAward: ZICMH002888
- NINational Institute of Neurological Disorders and StrokeAward: ZICMH002888