2025
Machine learning for anxiety diagnosis using structural MRI does not generalize to unseen data: results from a large developmental cohort
Salto A, Azank F, Voltolini M, Doretto V, de Giusti C, Jackowski A, Rohde L, Salum G, Pan P, Miguel E, Leckman J, Zugman A. Machine learning for anxiety diagnosis using structural MRI does not generalize to unseen data: results from a large developmental cohort. International Review Of Psychiatry 2025, ahead-of-print: 1-12. DOI: 10.1080/09540261.2025.2548278.Peer-Reviewed Original ResearchStructural magnetic resonance imagingArea under the curveMagnetic resonance imagingAnxiety disordersBrazilian High-Risk CohortStructural brain featuresMagnetic resonance imaging scansHigh-risk cohortAnxiety diagnosesNeurobiological differencesAnxiety groupPsychiatric diagnosisNear chanceValidation sampleBrain featuresAnxietyHealthy controlsClinical classificationDevelopmental cohortPredictive valueResonance imagingAged 6DiagnosisDisordersYouth
2022
Exposome and Trans-syndromal Developmental Trajectories Toward Psychosis
Barzilay R, Pries L, Moore T, Gur R, van Os J, Rutten B, Guloksuz S. Exposome and Trans-syndromal Developmental Trajectories Toward Psychosis. Biological Psychiatry Global Open Science 2022, 2: 197-205. PMID: 36325037, PMCID: PMC9616341, DOI: 10.1016/j.bpsgos.2022.05.001.Peer-Reviewed Original ResearchEnvironmental exposuresEarly life environmental exposuresNonspecific clinical presentationClinical presentationTrajectories of riskClinical settingPrenatal periodMental healthDevelopmental cohortGenetic factorsEarly childhoodYounger cohortsCategorical outcomesSensitive periodCohortDevelopmental disordersAdolescent psychopathology
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