2016
Cross-trial prediction of treatment outcome in depression: a machine learning approach
Chekroud AM, Zotti RJ, Shehzad Z, Gueorguieva R, Johnson MK, Trivedi MH, Cannon TD, Krystal JH, Corlett PR. Cross-trial prediction of treatment outcome in depression: a machine learning approach. The Lancet Psychiatry 2016, 3: 243-250. PMID: 26803397, DOI: 10.1016/s2215-0366(15)00471-x.Peer-Reviewed Original ResearchConceptsTreatment outcomesTreatment groupsEscitalopram treatment groupSpecific antidepressantsPatient-reported dataSequenced Treatment AlternativesClinical trial dataIndependent clinical trialsClinical remissionSymptomatic remissionClinical trialsTreatment efficacyPatientsProspective identificationTreatment alternativesTrial dataDepressionRemissionAntidepressantsOutcomesGroupLevel 1CitalopramCohortClinicians
2011
Cognitive–Behavioral Therapy, Behavioral Weight Loss, and Sequential Treatment for Obese Patients With Binge-Eating Disorder: A Randomized Controlled Trial
Grilo CM, Masheb RM, Wilson GT, Gueorguieva R, White MA. Cognitive–Behavioral Therapy, Behavioral Weight Loss, and Sequential Treatment for Obese Patients With Binge-Eating Disorder: A Randomized Controlled Trial. Journal Of Consulting And Clinical Psychology 2011, 79: 675-685. PMID: 21859185, PMCID: PMC3258572, DOI: 10.1037/a0025049.Peer-Reviewed Original ResearchConceptsPercent BMI lossBehavioral weight lossBinge-eating disorderCognitive behavioral therapyBMI lossObese patientsWeight lossBinge-eating remissionAlternative treatment optionBinge Eating DisorderRemission rateControlled TrialsTreatment optionsMixed model analysisBehavioral therapyPatientsManualized treatmentAssessment pointsBingeRemissionGreater reductionTreatmentTherapySequential treatmentDisorders
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