2018
Time scale properties of task and resting-state functional connectivity: Detrended partial cross-correlation analysis
Ide JS, Li CR. Time scale properties of task and resting-state functional connectivity: Detrended partial cross-correlation analysis. NeuroImage 2018, 173: 240-248. PMID: 29454934, PMCID: PMC5911227, DOI: 10.1016/j.neuroimage.2018.02.029.Peer-Reviewed Original ResearchConceptsDefault mode networkResting-state functional connectivityPre-supplementary motor areaPrefrontal cortical structuresFunctional connectivity analysisFunctional connectivity measuresSignal reaction timeMotor areaBrain regionsBrain functionFunctional connectivityBarratt impulsivityCortical structuresInterest analysisLow-frequency fluctuationsMode networkBOLD signalSignal taskBrain networksConnectivity analysisConnectivity measuresFMRI dataRestPrevious studies
2016
Information Fusion for Cocaine Dependence Recognition Using fMRI
Faria F, Cappabianco F, Li C, Ide J. Information Fusion for Cocaine Dependence Recognition Using fMRI. 2016, 1107-1112. DOI: 10.1109/icpr.2016.7899784.Peer-Reviewed Original ResearchDistinct feature setsInformation fusion approachEnsemble of classifiersInformation fusionFeature extractionFMRI classificationFeature setsFusion approachArt methodsClassification accuracyExtensive evaluationFinal accuracyNew featuresExperimental resultsTraditional methodologiesClassificationAccuracyPattern analysisClassifierHuman lifeMulti-voxel pattern analysisConnectivity measuresPowerful toolMethodologyRecognition