2014
Guiding functional connectivity estimation by structural connectivity in MEG: an application to discrimination of conditions of mild cognitive impairment
Pineda-Pardo J, Bruña R, Woolrich M, Marcos A, Nobre A, Maestú F, Vidaurre D. Guiding functional connectivity estimation by structural connectivity in MEG: an application to discrimination of conditions of mild cognitive impairment. NeuroImage 2014, 101: 765-777. PMID: 25111472, PMCID: PMC4312351, DOI: 10.1016/j.neuroimage.2014.08.002.Peer-Reviewed Original ResearchConceptsGraphical lassoPrecision matrixAdaptive versionResting state MEG recordingsAnatomical connectionsL1 regularizationClassification accuracyFunctional connectivity estimatesLog-likelihoodResting-state connectivityAnatomical parcellationBrain connectivityMultiple-domain amnestic MCINetwork structureTime seriesConnectivity estimatesDeterministic tractographyNetworkStructural connectivityBeamformer source reconstructionFrequency bandClassificationSource reconstructionRepresentationState connectivity
2012
Inferring task-related networks using independent component analysis in magnetoencephalography
Luckhoo H, Hale J, Stokes M, Nobre A, Morris P, Brookes M, Woolrich M. Inferring task-related networks using independent component analysis in magnetoencephalography. NeuroImage 2012, 62: 530-541. PMID: 22569064, PMCID: PMC3387383, DOI: 10.1016/j.neuroimage.2012.04.046.Peer-Reviewed Original ResearchConceptsIndependent component analysisResting-state networksKnowledge of task structureCombination of independent component analysisTemporal down-samplingTask-related networksExtract resting-state networksDown-samplingResting-state MEG dataOscillatory envelopeFunctional connectivity scoresTemporal independent component analysisNetworkTask structureMEG dataAnalysis of MEG dataHilbert transformIndependent componentsTaskInverse problemAnalysis frameworkFrequency rangeFunctional networksSpatial leakageResting-state
1997
The neural system of language: structure and development
Nobre A, Plunkett K. The neural system of language: structure and development. Current Opinion In Neurobiology 1997, 7: 262-268. PMID: 9142757, DOI: 10.1016/s0959-4388(97)80015-3.Peer-Reviewed Original Research