2024
Enhancing Within-Person Estimation of Neurocognition and the Prediction of Externalizing Behaviors in Adolescents
Paskewitz S, Brazil I, Yildirim I, Ruiz S, Baskin-Sommers A. Enhancing Within-Person Estimation of Neurocognition and the Prediction of Externalizing Behaviors in Adolescents. Computational Psychiatry 2024, 8: 119-141. PMID: 39070965, PMCID: PMC11276473, DOI: 10.5334/cpsy.112.Peer-Reviewed Original ResearchLatent profile analysisExternalizing behaviorsNeurocognitive functionAdolescent Brain Cognitive Development StudyPrediction of externalizing behaviorsCognitive Development StudyPerson-centered analysesWithin-person estimatesWorking memoryLanguage abilityWithin-personLatent profilesGood model fitNeurocognitive dataDevelopment of assessmentNeurocognitive dysfunctionRule-breakingDecades of researchAdolescentsModel fitEmpirical foundationProfile analysisExternalitiesBehavioral patternsDevelopment studies
2023
Distinct neurocognitive fingerprints reflect differential associations with risky and impulsive behavior in a neurotypical sample
Ruiz S, Brazil I, Baskin-Sommers A. Distinct neurocognitive fingerprints reflect differential associations with risky and impulsive behavior in a neurotypical sample. Scientific Reports 2023, 13: 11782. PMID: 37479846, PMCID: PMC10362008, DOI: 10.1038/s41598-023-38991-0.Peer-Reviewed Original ResearchConceptsImpulsive behaviorNathan Kline Institute-Rockland SampleNeurotypical sampleEpisodic memoryPositive urgencyNegative urgencyEmotion featuresAttention featuresNeurocognitive functionNeurocognitionDifferential associationsIndividual-specific profilesSubstance useNormative rangeExternalizingSubtle variabilityIndian buffet processImpulsivitySubfunctionsMemoryBehaviorLatent featuresDeficitsEngagementIndividuals