2022
Reducing Delay From Referral to Admission at a U.S. First-Episode Psychosis Service: A Quality Improvement Initiative
Ferrara M, Gallagher K, Yoviene Sykes LA, Markovich P, Li F, Pollard JM, Imetovski S, Cahill J, Guloksuz S, Srihari VH. Reducing Delay From Referral to Admission at a U.S. First-Episode Psychosis Service: A Quality Improvement Initiative. Psychiatric Services 2022, 73: 1416-1419. PMID: 35652190, PMCID: PMC9715806, DOI: 10.1176/appi.ps.202100374.Peer-Reviewed Original ResearchConceptsFirst-episode psychosis servicesConfirmation of eligibilityEarly detection campaignsProportion of admissionsSpecialty care servicesQuality improvement interventionsQuality improvement initiativesLonger DUPMedian delayPoor outcomeUntreated psychosisTreatment accessPsychosis onsetPsychosis servicesCSC servicesCare servicesImprovement interventionsAdmissionImprovement initiativesDetection campaignsInterventionGreater vulnerabilityReferralPsychosis
2018
Recurrent Neural Networks in Mobile Sampling and Intervention
Koppe G, Guloksuz S, Reininghaus U, Durstewitz D. Recurrent Neural Networks in Mobile Sampling and Intervention. Schizophrenia Bulletin 2018, 45: 272-276. PMID: 30496527, PMCID: PMC6403085, DOI: 10.1093/schbul/sby171.Peer-Reviewed Original ResearchConceptsRecurrent neural networkEcological momentary interventionsEveryday life contextPsychological processesMomentary interventionsData modalitiesDifferent data modalitiesSocial outcomesSocioenvironmental factorsFuture researchMultiple data modalitiesNeural networkTreatment of psychosisOnline feedbackIndividual trajectoriesPsychosisDaily lifeContext-specific interventionsInterventionEmotionsCognitionExperienceStatistical machineContextFitness trackers