2023
Development of a model to predict combined antidepressant medication and psychotherapy treatment response for depression among veterans
Bossarte R, Ross E, Liu H, Turner B, Bryant C, Zainal N, Puac-Polanco V, Ziobrowski H, Cui R, Cipriani A, Furukawa T, Leung L, Joormann J, Nierenberg A, Oslin D, Pigeon W, Post E, Zaslavsky A, Zubizarreta J, Luedtke A, Kennedy C, Kessler R. Development of a model to predict combined antidepressant medication and psychotherapy treatment response for depression among veterans. Journal Of Affective Disorders 2023, 326: 111-119. PMID: 36709831, PMCID: PMC9975041, DOI: 10.1016/j.jad.2023.01.082.Peer-Reviewed Original ResearchConceptsPsychotherapy treatment responseSelf-report assessmentsPsychological resilienceSelf-ReportRecent stressorsDepressed patientsGeneralizability of resultsSheehan Disability ScaleNational sampleTreatment responseImportant predictorLearning modelDepression treatmentParallel informationLikely responseSample definitionPsychotherapyTraining samplesStressorsClinician assessmentDisability ScaleGeneralizabilityInventoryVeteransDepression
2022
Development of a model to predict antidepressant treatment response for depression among Veterans
Puac-Polanco V, Ziobrowski H, Ross E, Liu H, Turner B, Cui R, Leung L, Bossarte R, Bryant C, Joormann J, Nierenberg A, Oslin D, Pigeon W, Post E, Zainal N, Zaslavsky A, Zubizarreta J, Luedtke A, Kennedy C, Cipriani A, Furukawa T, Kessler R. Development of a model to predict antidepressant treatment response for depression among Veterans. Psychological Medicine 2022, 53: 5001-5011. PMID: 37650342, PMCID: PMC10519376, DOI: 10.1017/s0033291722001982.Peer-Reviewed Original ResearchMeSH KeywordsAntidepressive AgentsDepressionDepressive Disorder, MajorHumansMachine LearningVeteransConceptsMajor depressive disorderVeterans Health AdministrationTreatment responseAntidepressant medicationADM treatmentDepression Symptomatology-Self ReportUS Veterans Health AdministrationBaseline self-reported dataAntidepressant treatment responseSheehan Disability ScaleBaseline symptom severityBeginning of treatmentVHA patientsQuick InventoryDisability ScaleDepressive disorderTreatment characteristicsSelf-report assessmentsTreatment selectionAlternative treatmentHealth AdministrationPatientsSymptom severityROC curveSelf-reported data