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Predicting treatment failure in regular care Internet-Delivered Cognitive Behavior Therapy for depression and anxiety using only weekly symptom measures.
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Predicting treatment failure in regular care Internet-Delivered Cognitive Behavior Therapy for depression and anxiety using only weekly symptom measures. (2019)Predicting treatment failure in regular c…The Lancet Psychiatry Commission on psychological treatments research in tomorrow's science (2018)The Lancet Psychiatry Commiss…Internet interventions: Past, present and future (2018)Internet interventions: Past,…ICBT in routine care: A descriptive analysis of successful clinics in five countries (2018)ICBT in routine care: A descr…Internet-based vs. face-to-face cognitive behavior therapy for psychiatric and somatic disorders: an updated systematic review and meta-analysis (2017)Internet-based vs. face-to-fa…Response rates for CBT for anxiety disorders: Need for standardized criteria (2015)Response rates for CBT for an…Cognitive behavior therapy via the Internet: a systematic review of applications, clinical efficacy and cost–effectiveness (2012)Cognitive behavior therapy vi…Is guided self-help as effective as face-to-face psychotherapy for depression and anxiety disorders? A systematic review and meta-analysis of comparative outcome studies (2010)Is guided self-help as effect…Methods for Analyzing Psychotherapy Outcomes: A Review of Clinical Significance, Reliable Change, and Recommendations for Future Directions (2004)Methods for Analyzing Psychot…A lab test and algorithms for identifying clients at risk for treatment failure (2004)A lab test and algorithms for…The Liebowitz social anxiety scale as a self-report instrument: a preliminary psychometric analysis (2002)The Liebowitz social anxiety …Reliability of the self-report version of the panic disorder severity scale (2002)Reliability of the self-repor…The Liebowitz Social Anxiety Scale: a comparison of the psychometric properties of self-report and clinician-administered formats (2001)The Liebowitz Social Anxiety …Reliability and validity of the Panic Disorder Severity Scale: replication and extension (2001)Reliability and validity of t…The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10 (1998)The Mini-International Neurop…A new self‐rating scale for depression and anxiety states based on the Comprehensive Psychopathological Rating Scale (1994)A new self‐rating scale for d…A New Depression Scale Designed to be Sensitive to Change (1979)A New Depression Scale Design…Study protocol for a triple-blind randomised controlled trial evaluating a machine learning-based predictive clinical decision support tool for internet-delivered cognitive behaviour therapy (ICBT) for depression and anxiety (2025)Study protocol for a triple-b…Methodological choices and clinical usefulness for machine learning predictions of outcome in Internet-based cognitive behavioural therapy (2024)Methodological choices and cl…Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT (2024)Making the most out of timese…Early change in specific depression symptoms and later outcome in internet-delivered psychotherapy for depression: A cohort study and cross-lagged network analysis (2024)Early change in specific depr…Swedish multimodal cohort of patients with anxiety or depression treated with internet-delivered psychotherapy (MULTI-PSYCH) (2023)Swedish multimodal cohort of …Select or adjust? How information from early treatment stages boosts the prediction of non-response in internet-based depression treatment (2023)Select or adjust? How informa…Finding the Best Match — a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions (2023)Finding the Best Match — a Ca…Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety (2023)Deep learning for the predict…Text based internet intervention of Binge Eating Disorder (BED): Words per message is associated with treatment adherence (2022)Text based internet intervent…Adherence Forecasting for Guided Internet-Delivered Cognitive Behavioral Therapy: A Minimally Data-Sensitive Approach (2022)Adherence Forecasting for Gui…Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. 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References

  • 1998The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-1019,139 cited
  • 1979A New Depression Scale Designed to be Sensitive to Change13,964 cited
  • 2017Internet-based vs. face-to-face cognitive behavior therapy for psychiatric and somatic disorders: an updated systematic review and meta-analysis1,227 cited
  • 2001The Liebowitz Social Anxiety Scale: a comparison of the psychometric properties of self-report and clinician-administered formats871 cited
  • 2010Is guided self-help as effective as face-to-face psychotherapy for depression and anxiety disorders? A systematic review and meta-analysis of comparative outcome studies832 cited
  • 1994A new self‐rating scale for depression and anxiety states based on the Comprehensive Psychopathological Rating Scale693 cited
  • 2012Cognitive behavior therapy via the Internet: a systematic review of applications, clinical efficacy and cost–effectiveness672 cited
  • 2002The Liebowitz social anxiety scale as a self-report instrument: a preliminary psychometric analysis640 cited
  • 2018The Lancet Psychiatry Commission on psychological treatments research in tomorrow's science623 cited
  • 2015Response rates for CBT for anxiety disorders: Need for standardized criteria592 cited
  • 2004A lab test and algorithms for identifying clients at risk for treatment failure542 cited
  • 2002Reliability of the self-report version of the panic disorder severity scale406 cited

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  • 2004Methods for Analyzing Psychotherapy Outcomes: A Review of Clinical Significance, Reliable Change, and Recommendations for Future Directions399 cited
  • 2001Reliability and validity of the Panic Disorder Severity Scale: replication and extension359 cited
  • 2018ICBT in routine care: A descriptive analysis of successful clinics in five countries353 cited
  • 2018Internet interventions: Past, present and future314 cited
  • Cited by

    • 2024Methodological choices and clinical usefulness for machine learning predictions of outcome in Internet-based cognitive behavioural therapy20 cited
    • 2023Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety19 cited
    • 2023Finding the Best Match — a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions18 cited
    • 2023Select or adjust? How information from early treatment stages boosts the prediction of non-response in internet-based depression treatment13 cited
    • 2023Swedish multimodal cohort of patients with anxiety or depression treated with internet-delivered psychotherapy (MULTI-PSYCH)11 cited
    • 2022Adherence Forecasting for Guided Internet-Delivered Cognitive Behavioral Therapy: A Minimally Data-Sensitive Approach10 cited
    • 2022Text based internet intervention of Binge Eating Disorder (BED): Words per message is associated with treatment adherence8 cited
    • 2024Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT4 cited
    • 2024Early change in specific depression symptoms and later outcome in internet-delivered psychotherapy for depression: A cohort study and cross-lagged network analysis3 cited
    • 2025Study protocol for a triple-blind randomised controlled trial evaluating a machine learning-based predictive clinical decision support tool for internet-delivered cognitive behaviour therapy (ICBT) for depression and anxiety3 cited