SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Machine learned text topics improve drop-out risk prediction but not symptom prediction in online psychotherapies for depression and anxiety
16 references·0 citing·40 second hop
Machine learned text topics improve drop-out risk prediction but not symptom prediction in online psychotherapies for depression and anxiety (2025)Machine learned text topics improve drop-…Internet-Based Cognitive Behavioral Therapy for Depression (2021)Internet-Based Cognitive Beha…Digital interventions for the treatment of depression: A meta-analytic review. (2021)Digital interventions for the…Effects of Internet-Based Cognitive Behavioral Therapy in Routine Care for Adults in Treatment for Depression and Anxiety: Systematic Review and Meta-Analysis (2020)Effects of Internet-Based Cog…Effectiveness and Acceptability of Cognitive Behavior Therapy Delivery Formats in Adults With Depression (2019)Effectiveness and Acceptabili…Computer therapy for the anxiety and depression disorders is effective, acceptable and practical health care: An updated meta-analysis (2018)Computer therapy for the anxi…Addressing the treatment gap: A key challenge for extending evidence-based psychosocial interventions (2017)Addressing the treatment gap:…Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health (2016)Large-scale Analysis of Couns…A Systematic Review of Predictors of, and Reasons for, Adherence to Online Psychological Interventions (2016)A Systematic Review of Predic…Predictors of treatment dropout in self-guided web-based interventions for depression: an ‘individual patient data’ meta-analysis (2015)Predictors of treatment dropo…Dropout and therapeutic alliance: A meta-analysis of adult individual psychotherapy. (2010)Dropout and therapeutic allia…A Brief Measure for Assessing Generalized Anxiety Disorder (2006)A Brief Measure for Assessing…The PHQ-9 (2001)The PHQ-9Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation (1988)Psychometric properties of th…Cognitive Therapy and the Emotional Disorders (1979)Cognitive Therapy and the Emo…Cognitive Therapy and the Emotional Disorders (1975)Cognitive Therapy and the Emo…An Inventory for Measuring Depression (1961)An Inventory for Measuring De…An inventory for measuring clinical anxiety: Psychometric properties. (1988)The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. (1992)Anxiety Disorders in Primary Care: Prevalence, Impairment, Comorbidity, and Detection (2007)Validation and Standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the General Population (2008)An Ultra-Brief Screening Scale for Anxiety and Depression: The PHQ-4 (2009)A RATING SCALE FOR DEPRESSION (1960)Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients (1996)Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. (1998)The Insomnia Severity Index: Psychometric Indicators to Detect Insomnia Cases and Evaluate Treatment Response (2011)Diagnostic and Statistical Manual of Mental Disorders (2013)A New Depression Scale Designed to be Sensitive to Change (1979)The Structured Clinical Interview for DSM-III-R (SCID) (1992)The PHQ-9: A New Depression Diagnostic and Severity Measure (2002)The Patient Health Questionnaire-2 (2003)The CES-D Scale (1977)Chapter 8: Assessing risk of bias in included studies (2008)Do guided internet-based interventions result in clinically relevant changes for patients with depression? An individual participant data meta-analysis (2018)Suicide prevention using self-guided digital interventions: a systematic review and meta-analysis of randomised controlled trials (2019)Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis (2021)Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)Disruptive technologies: catching the wave (1995)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Addressing critical gaps in the treatment of eating disorders (2017)Challenges and Opportunities to Meet the Mental Health Needs of Underserved and Disenfranchised Populations in the United States (2020)The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality (2025)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)The Cochrane Collaboration's tool for assessing risk of bias in randomised trials (2011)Digital Mental Health Interventions for Depression, Anxiety, and Enhancement of Psychological Well-Being Among College Students: Systematic Review (2019)Internet‐delivered psychological treatments: from innovation to implementation (2019)Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022)The Hospital Anxiety and Depression Scale (1983)Psychotherapy for Depression Across Different Age Groups: A Systematic Review and Meta-analysis (2020)Bias in meta-analysis detected by a simple, graphical test (1997)Meta-analysis of individual participant data: rationale, conduct, and reporting (2010)An overview of and recommendations for more accessible digital mental health services (2022)Self-efficacy mechanism in human agency. (1982)Hopelessness depression: A theory-based subtype of depression. (1989)Emotion-regulation strategies across psychopathology: A meta-analytic review (2009)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)
this work references cited by second hop

References

  • 2001The PHQ-944,795 cited
  • 1961An Inventory for Measuring Depression38,018 cited
  • 2006A Brief Measure for Assessing Generalized Anxiety Disorder31,695 cited
  • 1988Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation11,694 cited
  • 1975Cognitive Therapy and the Emotional Disorders7,244 cited
  • 2018Computer therapy for the anxiety and depression disorders is effective, acceptable and practical health care: An updated meta-analysis921 cited
  • 2021Internet-Based Cognitive Behavioral Therapy for Depression864 cited
  • 2017Addressing the treatment gap: A key challenge for extending evidence-based psychosocial interventions554 cited
  • 2019Effectiveness and Acceptability of Cognitive Behavior Therapy Delivery Formats in Adults With Depression537 cited
  • 2015Predictors of treatment dropout in self-guided web-based interventions for depression: an ‘individual patient data’ meta-analysis408 cited
  • 2021Digital interventions for the treatment of depression: A meta-analytic review.390 cited
  • 1979Cognitive Therapy and the Emotional Disorders357 cited
  • 2020Effects of Internet-Based Cognitive Behavioral Therapy in Routine Care for Adults in Treatment for Depression and Anxiety: Systematic Review and Meta-Analysis356 cited
  • 2010Dropout and therapeutic alliance: A meta-analysis of adult individual psychotherapy.

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

352 cited
  • 2016A Systematic Review of Predictors of, and Reasons for, Adherence to Online Psychological Interventions347 cited
  • 2016Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health323 cited
  • Cited by

    No citing works inside the corpus for this window.