Human brain state dynamics are highly reproducible and associated with neural and behavioral features
Lee K, Ji J, Fonteneau C, Berkovitch L, Rahmati M, Pan L, Repovš G, Krystal J, Murray J, Anticevic A. Human brain state dynamics are highly reproducible and associated with neural and behavioral features. PLOS Biology 2024, 22: e3002808. PMID: 39316635, PMCID: PMC11421804, DOI: 10.1371/journal.pbio.3002808.Peer-Reviewed Original ResearchMeSH KeywordsAdultBehaviorBrainBrain MappingCognitionFemaleHumansMagnetic Resonance ImagingMaleReproducibility of ResultsYoung AdultConceptsCo-activation patternsResting-state functional magnetic resonance imagingFunctional magnetic resonance imagingBehavioral featuresNeural variationsMoment-to-moment changesSingle-subject levelBrain state dynamicsEmotion regulationHealthy young adultsBehavioral phenotypesCognitive functionSubstance useNeural activityNeuroimaging markersNeural featuresYoung adultsMagnetic resonance imagingCo-activationResonance imagingCo-variationNeuroimagingIndividualsEmotionsFunctional outcomesOn the stability of canonical correlation analysis and partial least squares with application to brain-behavior associations
Helmer M, Warrington S, Mohammadi-Nejad A, Ji J, Howell A, Rosand B, Anticevic A, Sotiropoulos S, Murray J. On the stability of canonical correlation analysis and partial least squares with application to brain-behavior associations. Communications Biology 2024, 7: 217. PMID: 38383808, PMCID: PMC11245620, DOI: 10.1038/s42003-024-05869-4.Peer-Reviewed Original Research