2019
Whole-brain white matter organization, intelligence, and educational attainment
Bathelt J, Scerif G, Nobre A, Astle D. Whole-brain white matter organization, intelligence, and educational attainment. Trends In Neuroscience And Education 2019, 15: 38-47. PMID: 31176470, PMCID: PMC6556839, DOI: 10.1016/j.tine.2019.02.004.Peer-Reviewed Original ResearchConceptsNeural correlates of intelligenceGeneral cognitive abilityCorrelates of intelligenceAssociated with intelligenceTypically-developing childrenBrain network propertiesVoxel-wise analysisAssociated with educational attainmentNeural correlatesCognitive abilitiesBrain regionsConnectome organizationDevelopmental theoryEducational attainmentChildhood focusChildhoodBrainIntelligenceNetwork propertiesEducational abilitiesAttainmentAbilityConnectomeRelationshipParticipants
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