Towards implementation of cognitive bias modification in mental health care: State of the science, best practices, and ways forward
Vrijsen J, Grafton B, Koster E, Lau J, Wittekind C, Bar-Haim Y, Becker E, Brotman M, Joormann J, Lazarov A, MacLeod C, Manning V, Pettit J, Rinck M, Salemink E, Woud M, Hallion L, Wiers R. Towards implementation of cognitive bias modification in mental health care: State of the science, best practices, and ways forward. Behaviour Research And Therapy 2024, 179: 104557. PMID: 38797055, DOI: 10.1016/j.brat.2024.104557.Peer-Reviewed Original ResearchMental health careCognitive bias modificationHealth careBias modificationDigital mental health careMental health toolsCBM interventionsStand-alone interventionCognitive bias modification approachesHealth toolsMechanisms of psychopathologyInterpretation bias modificationAlcohol use disorderAdjunctive interventionTarget populationClinically relevant effectsInterventionAnxiety disordersUse disorderSymptom changeCareCognitive mechanismsImplementation frameworkExpert opinionClinical implementationIntensive longitudinal assessment following index trauma to predict development of PTSD using machine learning
Horwitz A, McCarthy K, House S, Beaudoin F, An X, Neylan T, Clifford G, Linnstaedt S, Germine L, Rauch S, Haran J, Storrow A, Lewandowski C, Musey P, Hendry P, Sheikh S, Jones C, Punches B, Swor R, Hudak L, Pascual J, Seamon M, Harris E, Pearson C, Peak D, Domeier R, Rathlev N, Sergot P, Sanchez L, Bruce S, Joormann J, Harte S, Koenen K, McLean S, Sen S. Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning. Journal Of Anxiety Disorders 2024, 104: 102876. PMID: 38723405, PMCID: PMC11215748, DOI: 10.1016/j.janxdis.2024.102876.Peer-Reviewed Original ResearchTraumatic exposureIntensive longitudinal assessmentDevelopment of PTSDTrauma-related symptomsExposure to traumaFollow-up careTrauma exposureIndex traumaEmergency carePTSDAssess symptomsLongitudinal assessmentAssessment protocolCareParticipantsSymptomsFollow-upInterventionMachine learning analysisTraumaRiskIndividualsWeeksLearning analysisNervousness