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Predicting cognitive behavioral therapy outcome in the outpatient sector based on clinical routine data: A machine learning approach
16 references·0 citing·43 second hop
Predicting cognitive behavioral therapy outcome in the outpatient sector based on clinical routine data: A machine learning approach (2019)Predicting cognitive behavioral therapy o…Predicting Optimal Outcomes in Cognitive Therapy or Interpersonal Psychotherapy for Depressed Individuals Using the Personalized Advantage Index Approach (2015)Predicting Optimal Outcomes i…Predicting long-term outcome of Internet-delivered cognitive behavior therapy for social anxiety disorder using fMRI and support vector machine learning (2015)Predicting long-term outcome …Meta-analysis of dropout from cognitive behavioral therapy: Magnitude, timing, and moderators. (2015)Meta-analysis of dropout from…Toward the future of psychiatric diagnosis: the seven pillars of RDoC (2013)Toward the future of psychiat…Observer bias in randomized clinical trials with measurement scale outcomes: a systematic review of trials with both blinded and nonblinded assessors (2013)Observer bias in randomized c…A systematic review of predictors and moderators of response to psychological therapies in OCD: Do we have enough empirical evidence to target treatment? 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(2007)The clinical global impressio…Structured Clinical Interview for DSM-IV (2007)Structured Clinical Interview…Anxiety sensitivity: Prospective prediction of panic attacks and Axis I pathology (2006)Anxiety sensitivity: Prospect…Bias in Mental Health Assessment and Intervention: Theory and Evidence (2003)Bias in Mental Health Assessm…Structured clinical interview for DSM-IV axis II personality disorders : SCID-II (1997)Structured clinical interview…The PHQ-9 (2001)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)The Patient Health Questionnaire Somatic, Anxiety, and Depressive Symptom Scales: a systematic review (2010)Optimal cut-off score for diagnosing depression with the Patient Health Questionnaire (PHQ-9): a meta-analysis (2011)The Lancet Commission on global mental health and sustainable development (2018)Meta-analysis in clinical trials (1986)Cochrane Handbook for Systematic Reviews of Interventions (2008)Efficacy of treatments for anxiety disorders (2015)Empirical Evidence of Study Design Biases in Randomized Trials: Systematic Review of Meta-Epidemiological Studies (2016)Cochrane Handbook for Systematic Reviews of Interventions (2020)Impact of blinding on estimated treatment effects in randomised clinical trials: meta-epidemiological study (2020)Theoretical Issues in Behavior Therapy (1985)A cognitive approach to panic (1986)Anxiety sensitivity, anxiety frequency and the prediction of fearfulness (1986)Reducing anxiety sensitivity with exercise (2008)Anxiety Symptomatology: The Association With Distress Tolerance and Anxiety Sensitivity (2010)Specificity of trait anxiety in anxiety and depression: Meta-analysis of the State-Trait Anxiety Inventory (2020)Operating Characteristics of a Rank Correlation Test for Publication Bias (1994)Assessing the quality of reports of randomized clinical trials: Is blinding necessary? 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References

  • 2010Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders7,058 cited
  • 1997Structured clinical interview for DSM-IV axis II personality disorders : SCID-II3,056 cited
  • 2013Toward the future of psychiatric diagnosis: the seven pillars of RDoC3,049 cited
  • 2007The clinical global impressions scale: applying a research tool in clinical practice.1,969 cited
  • 2011Childhood Maltreatment Predicts Unfavorable Course of Illness and Treatment Outcome in Depression: A Meta-Analysis1,477 cited
  • 2007Structured Clinical Interview for DSM-IV718 cited
  • 2009Improving access to psychological therapy: Initial evaluation of two UK demonstration sites599 cited
  • 2015Meta-analysis of dropout from cognitive behavioral therapy: Magnitude, timing, and moderators.551 cited
  • 2013Observer bias in randomized clinical trials with measurement scale outcomes: a systematic review of trials with both blinded and nonblinded assessors525 cited
  • 2006Anxiety sensitivity: Prospective prediction of panic attacks and Axis I pathology486 cited
  • 2003Bias in Mental Health Assessment and Intervention: Theory and Evidence370 cited
  • 2012Non-adherence and non-response in the treatment of anxiety disorders317 cited
  • 2015Predicting Optimal Outcomes in Cognitive Therapy or Interpersonal Psychotherapy for Depressed Individuals Using the Personalized Advantage Index Approach215 cited

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  • 2012Longitudinal treatment mediation of traditional cognitive behavioral therapy and acceptance and commitment therapy for anxiety disorders194 cited
  • 2013A systematic review of predictors and moderators of response to psychological therapies in OCD: Do we have enough empirical evidence to target treatment?164 cited
  • 2015Predicting long-term outcome of Internet-delivered cognitive behavior therapy for social anxiety disorder using fMRI and support vector machine learning154 cited
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