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Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers

NeuroImage · 2014 · Vol. 90 · pp. 449–468
Gholamreza Salimi‐KhorshidiGwenaëlle DouaudChristian F. BeckmannMatthew F. GlasserLudovica GriffantiStephen M. Smith
Blind Source Separation TechniquesFunctional Brain Connectivity StudiesNeural dynamics and brain functionIndependent component analysisPattern recognition (psychology)Computer scienceArtificial intelligenceNoise (video)Noise reductionVoxelCommunication noisePrincipal component analysisSet (abstract data type)

MeSH terms

AlgorithmsBrainBrain MappingHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingArtifactsPrincipal Component Analysis

Funding

  • National Institutes of Health
  • Medical Research Council
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