2024
Effect of brain network scale on Persistence Cycles: An ADNI comparative study
Garai S, Liu M, Xu F, Goñi J, Duong‐Tran D, Zhao Y, Shen L, for the ADNI. Effect of brain network scale on Persistence Cycles: An ADNI comparative study. Alzheimer's & Dementia 2024, 20: e092343. PMCID: PMC11716291, DOI: 10.1002/alz.092343.Peer-Reviewed Original ResearchStructural connectomeFunctional connectomeBOLD signal fluctuationsBrain networksHomologation cycleAlzheimer's diseaseDiffusion tensor imagingStages of AD progressionAverage persistenceFMRI neuroimagingTopological featuresAlzheimer's Disease Neuroimaging InitiativeStages of disease progressionSignal fluctuationsConnectomeGroup differencesResolution scaleAD progressionImage resolutionResolution imagesTopological pointIncrease image resolutionDeath timeRegion-of-interestBarcodingVolume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic Dynamics
Nguyen N, Hou T, Amico E, Zheng J, Huang H, Kaplan A, Petri G, Goñi J, Kaufmann R, Zhao Y, Duong-Tran D, Shen L. Volume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic Dynamics. Lecture Notes In Computer Science 2024, 15003: 519-529. PMID: 39949393, PMCID: PMC11816146, DOI: 10.1007/978-3-031-72384-1_49.Peer-Reviewed Original ResearchFunctional magnetic resonance imagingHigher-order propertiesHuman Connectome Project Young Adult datasetDistribution of cavitiesAperiodic dynamicsAperiodic activityFunctional magnetic resonance imaging dataFunctional connectomePairwise interactionsConnectomeSpatial distribution of cavitiesDynamic insightsTask-positive stateHomologous scaffoldsSpatial distributionStatePersistent homologyMagnetoencephalographyInduced connectionResting stateNeuroimaging modalitiesYoung Adult datasetCortical regions
2023
Mining Correlation between Fluid Intelligence and Whole-brain Large Scale Structural Connectivity.
Garai S, Xu F, Duong-Tran D, Zhao Y, Shen L. Mining Correlation between Fluid Intelligence and Whole-brain Large Scale Structural Connectivity. AMIA Joint Summits On Translational Science Proceedings 2023, 2023: 225-233. PMID: 37350917, PMCID: PMC10283120.Peer-Reviewed Original ResearchFluid intelligenceWhole-brain functional connectivity patternsStructural connectivityConnectivity patternsBrain Connectivity ToolboxFunctional connectivity patternsHuman intelligenceStructural connectivity matricesHuman Connectome ProjectStructural connectivity patternsNeural basisGraph theoretical measuresBrain networksConnectivity ToolboxNetwork neuroscienceBrain connectivityWhole-brainConnectome ProjectBrain connectomeYoung adultsStructural connectomeBrainTopological featuresConnectomeIntelligence
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