Cognitive Challenges Are Better in Distinguishing Binge From Nonbinge Drinkers: An Exploratory Deep‐Learning Study of fMRI Data of Multiple Behavioral Tasks and Resting State
Li G, Zhang Z, Chen Y, Wang W, Bi J, Tang X, Li C. Cognitive Challenges Are Better in Distinguishing Binge From Nonbinge Drinkers: An Exploratory Deep‐Learning Study of fMRI Data of Multiple Behavioral Tasks and Resting State. Journal Of Magnetic Resonance Imaging 2022, 57: 856-868. PMID: 35808911, DOI: 10.1002/jmri.28336.Peer-Reviewed Original ResearchConceptsNonbinge drinkersBinge drinkingResting-state functional magnetic resonance imaging (fMRI) dataSignificant group main effectBehavioral tasksSupplementary motor areaGradient-echo echo-planar sequenceMultiple behavioral tasksGroup main effectNodal metricsRight cuneusEcho-planar sequenceMagnetic resonance imaging dataMotor areaRegion of interestFunctional connectivityBingeDrinkersTechnical efficacyNeural responsesFunctional magnetic resonance imaging (fMRI) dataNumber of ROIsP-valueStage 2Human Connectome Project