Common and unique brain aging patterns between females and males quantified by large‐scale deep learning
Du Y, Yuan Z, Sui J, Calhoun V. Common and unique brain aging patterns between females and males quantified by large‐scale deep learning. Human Brain Mapping 2024, 45: e70005. PMID: 39225381, PMCID: PMC11369911, DOI: 10.1002/hbm.70005.Peer-Reviewed Original ResearchConceptsBrain functional changesFunctional connectivityCognitive controlBrain agingBrain functionPatterns of brain agingResting-state brain functional connectivityBrain functional interactionsBrain functional connectivityHuman brain functionBrain aging patternsGender commonalitiesAge-related changesDeep learningHealthy participantsNormal agingNegative connectionFunctional changesBrainPositive connectionDeep learning modelsFunctional domainsAge effectsFunctional interactionsCross-validation schemeDevelopmentally sensitive multispectral cortical connectivity profiles serving visual selective attention
Son J, Killanin A, Arif Y, Johnson H, Okelberry H, Weyrich L, Wang Y, Calhoun V, Stephen J, Taylor B, Wilson T. Developmentally sensitive multispectral cortical connectivity profiles serving visual selective attention. Developmental Cognitive Neuroscience 2024, 66: 101371. PMID: 38582064, PMCID: PMC11004069, DOI: 10.1016/j.dcn.2024.101371.Peer-Reviewed Original ResearchBrain regionsConnectivity profilesSensitive to developmental changesWhole-brain connectivity analysisMultiple cognitive domainsVisual selective attentionOscillatory brain responsesNeural oscillatory dynamicsYouth aged 6Pubertal transition periodPrefrontal cortexExecutive functionTemporoparietal junctionCognitive domainsBrain responsesSelective attentionDevelopmental sensitivityAge-related changesConnectivity analysisPeak voxelsCortical connectivity profilesDevelopmental changesGamma rangeCerebellar cortexBrainA Method to Estimate Longitudinal Change Patterns in Functional Network Connectivity of the Developing Brain Relevant to Psychiatric Problems, Cognition, and Age
Saha R, Saha D, Rahaman A, Fu Z, Liu J, Calhoun V. A Method to Estimate Longitudinal Change Patterns in Functional Network Connectivity of the Developing Brain Relevant to Psychiatric Problems, Cognition, and Age. Brain Connectivity 2024, 14: 130-140. PMID: 38308475, PMCID: PMC10954605, DOI: 10.1089/brain.2023.0040.Peer-Reviewed Original ResearchFunctional network connectivityFunctional connectivityPsychiatric problemsFunctional network connectivity matricesNetwork connectivityMultivariate patternsWhole-brain functional networksIntrinsic functional connectivityPattern of functional changesBrain functional connectivityIntrinsic functional relationshipLongitudinal changesAdolescent brainAge-related changesBrain networksStudy developmental changesScanning sessionBrain functionAssociated with longitudinal changesCognitive scoresDevelopmental changesBrain developmentFunctional changesCognitionLongitudinal change patterns