2019
Multivariate approaches improve the reliability and validity of functional connectivity and prediction of individual behaviors
Yoo K, Rosenberg MD, Noble S, Scheinost D, Constable RT, Chun MM. Multivariate approaches improve the reliability and validity of functional connectivity and prediction of individual behaviors. NeuroImage 2019, 197: 212-223. PMID: 31039408, PMCID: PMC6591084, DOI: 10.1016/j.neuroimage.2019.04.060.Peer-Reviewed Original ResearchConceptsFunctional brain organizationFunctional connectivityFunctional connectivity featuresTest-retest sampleMultivariate functional connectivityCognitive skillsMental representationsIndividual differencesFMRI measuresBrain organizationBrain statesStrong predictionSpatial activity patternsFMRI datasetsConnectivity featuresIndividual behaviorProject samplesConnectivity estimatesTimecoursesActivity patternsCognitionPearson correlationIndividualsConnectivityUnivariate approach
2015
A neuromarker of sustained attention from whole-brain functional connectivity
Rosenberg MD, Finn ES, Scheinost D, Papademetris X, Shen X, Constable RT, Chun MM. A neuromarker of sustained attention from whole-brain functional connectivity. Nature Neuroscience 2015, 19: 165-171. PMID: 26595653, PMCID: PMC4696892, DOI: 10.1038/nn.4179.Peer-Reviewed Original Research
2012
The intrinsic connectivity distribution: A novel contrast measure reflecting voxel level functional connectivity
Scheinost D, Benjamin J, Lacadie CM, Vohr B, Schneider KC, Ment LR, Papademetris X, Constable RT. The intrinsic connectivity distribution: A novel contrast measure reflecting voxel level functional connectivity. NeuroImage 2012, 62: 1510-1519. PMID: 22659477, PMCID: PMC3538880, DOI: 10.1016/j.neuroimage.2012.05.073.Peer-Reviewed Original ResearchConceptsIntrinsic connectivity distributionTerm control subjectsFunctional connectivity differencesControl subjectsVoxel-level functional connectivityConnectivity differencesResting-state fMRIDisease groupTemporal-parietal areasPsychiatric disordersRs-fMRINeurological disordersClinical toolFunctional connectivityYoung adultsFMRI measuresRelevant differencesDisordersSubjectsLanguage processing areasSurvey studyTissue connectivityPretermDifferences