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Digital interventions for mental health
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Digital interventions for mental health (2022)Digital interventions for mental healthUsing science to sell apps: Evaluation of mental health app store quality claims (2019)Using science to sell apps: E…Towards a consensus around standards for smartphone apps and digital mental health (2019)Towards a consensus around st…Standalone smartphone apps for mental health—a systematic review and meta-analysis (2019)Standalone smartphone apps fo…Facebook language predicts depression in medical records (2018)Facebook language predicts de…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…Three Problems With Current Digital Mental Health Research . . . and Three Things We Can Do About Them (2017)Three Problems With Current D…The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials (2017)The efficacy of smartphone‐ba…Predicting Risk of Suicide Attempts Over Time Through Machine Learning (2017)Predicting Risk of Suicide At…Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning (2017)Personal Sensing: Understandi…Mental Health Mobile Apps for Preadolescents and Adolescents: A Systematic Review (2017)Mental Health Mobile Apps for…Instagram photos reveal predictive markers of depression (2017)Instagram photos reveal predi…Can smartphone mental health interventions reduce symptoms of anxiety? A meta-analysis of randomized controlled trials (2017)Can smartphone mental health …Therapist-supported Internet cognitive behavioural therapy for anxiety disorders in adults (2016)Therapist-supported Internet …Social media and suicide prevention: a systematic review (2015)Social media and suicide prev…Recognizing Depression from Twitter Activity (2015)Recognizing Depression from T…Quantifying Mental Health Signals in Twitter (2014)Quantifying Mental Health Sig…From social integration to health: Durkheim in the new millennium (2000)The world health report 2001 - Mental health: new understanding, new hope (2001)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media (2016)Detecting depression and mental illness on social media: an integrative review (2017)The CES-D Scale (1977)Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (DSM-IV-TR) (2000)Diagnostic and Statistical Manual of Mental Disorders (2013)Forecasting the onset and course of mental illness with Twitter data (2017)Self-disclosure and social media: motivations, mechanisms and psychological well-being (2019)A deep learning model for detecting mental illness from user content on social media (2020)StudentLife (2014)Internet‐delivered psychological treatments: from innovation to implementation (2019)Annual Research Review: Adolescent mental health in the digital age: facts, fears, and future directions (2020)Area Deprivation and Widening Inequalities in US Mortality, 1969–1998 (2003)Self-injurious thoughts and behaviors as risk factors for future suicide ideation, attempts, and death: a meta-analysis of longitudinal studies (2015)Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research. 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(2009)Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta-Analysis (2020)An overview of and recommendations for more accessible digital mental health services (2022)Adherence in Internet Interventions for Anxiety and Depression (2009)Smartphones for Smarter Delivery of Mental Health Programs: A Systematic Review (2013)Mental Health Smartphone Apps: Review and Evidence-Based Recommendations for Future Developments (2016)Mental health outcomes of quarantine and isolation for infection prevention: A systematic umbrella review of the global evidence (2020)Rapid Systematic Review: The Impact of Social Isolation and Loneliness on the Mental Health of Children and Adolescents in the Context of COVID-19 (2020)Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview (2021)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study (2018)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)The Economic Burden of Adults with Major Depressive Disorder in the United States (2010 and 2018) (2021)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)Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022)The Epidemiology of Major Depressive Disorder (2003)Prevalence, Severity, and Unmet Need for Treatment of Mental Disorders in the World Health Organization World Mental Health Surveys (2004)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)Detection of Depression-Related Posts in Reddit Social Media Forum (2019)AI in mental health (2020)Methods in predictive techniques for mental health status on social media: a critical review (2020)Measuring inconsistency in meta-analyses (2003)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)Diagnostic and Statistical Manual of Mental Disorders (2013)Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses (2020)Artificially intelligent chatbots in digital mental health interventions: a review (2021)Digital interventions for the treatment of depression: A meta-analytic review. (2021)
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References

  • 2017The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials1,094 cited
  • 2018Computer therapy for the anxiety and depression disorders is effective, acceptable and practical health care: An updated meta-analysis921 cited
  • 2017Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning800 cited
  • 2014Quantifying Mental Health Signals in Twitter722 cited
  • 2017Can smartphone mental health interventions reduce symptoms of anxiety? A meta-analysis of randomized controlled trials673 cited
  • 2018Facebook language predicts depression in medical records643 cited
  • 2017Predicting Risk of Suicide Attempts Over Time Through Machine Learning571 cited
  • 2017Instagram photos reveal predictive markers of depression519 cited
  • 2017Mental Health Mobile Apps for Preadolescents and Adolescents: A Systematic Review518 cited
  • 2019Standalone smartphone apps for mental health—a systematic review and meta-analysis447 cited
  • 2016Therapist-supported Internet cognitive behavioural therapy for anxiety disorders in adults390 cited
  • 2017Three Problems With Current Digital Mental Health Research . . . and Three Things We Can Do About Them363 cited
  • 2015Recognizing Depression from Twitter Activity349 cited
  • 2019Using science to sell apps: Evaluation of mental health app store quality claims

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334 cited
  • 2015Social media and suicide prevention: a systematic review333 cited
  • 2019Towards a consensus around standards for smartphone apps and digital mental health325 cited
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