2024
Bayesian subtyping for multi-state brain functional connectome with application on preadolescent brain cognition
Chen T, Zhao H, Tan C, Constable T, Yip S, Zhao Y. Bayesian subtyping for multi-state brain functional connectome with application on preadolescent brain cognition. Biostatistics 2024, kxae045. PMID: 39656842, DOI: 10.1093/biostatistics/kxae045.Peer-Reviewed Original ResearchAdolescent Brain Cognitive DevelopmentVariational inference algorithmApproximate posterior inferenceFunctional connectivityMultiple cognitive statesInference algorithmExtensive simulationsNetwork topologyNetwork featuresFunctional network patternsBrain functional connectomeBrain functional connectivityEstimation accuracySubgroups of individualsNeurobiological heterogeneityCognitive profileCognitive statesConverging evidencePosterior inferenceDetection alternativesNeuroscience literatureBrain cognitionFunctional connectomeNetworkCognitive development
2020
1994-P: Task-Oriented Connectivity Analysis of Disease-Dependent Effects of Diet
WATT C, STANLEY T, LACADIE C, LAM K, SAVOYE M, SINHA R, CONSTABLE T, SEO D, HWANG J, BELFORT-DEAGUIAR R. 1994-P: Task-Oriented Connectivity Analysis of Disease-Dependent Effects of Diet. Diabetes 2020, 69 DOI: 10.2337/db20-1994-p.Peer-Reviewed Original ResearchMedial hippocampusFunctional MRIFunctional connectivityFood cue taskLow-calorie dietNational InstituteBrain functional connectivityLevel-dependent responsesModulation of emotionSignificant diet effectAnterior amygdalaInferior ponsObese subjectsKidney diseaseGlucose metabolismNeuronal controlMetabolic diseasesNeuronal adaptionBrain regionsBrain connectivityWeight lossDisease statesDiet effectsDietHippocampus