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E-mental Health in the Age of AI: Data Safety, Privacy Regulations and Recommendations
16 references·1 citing·53 second hop
E-mental Health in the Age of AI: Data Safety, Privacy Regulations and Recommendations (2025)E-mental Health in the Age of AI: Data Sa…Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta‐analysis of 176 randomized controlled trials (2024)Current evidence on the effic…A systematic review and meta analysis on digital mental health interventions in inpatient settings (2024)A systematic review and meta …Artificial Intelligence Enabled Mobile Chatbot Psychologist using AIML and Cognitive Behavioral Therapy (2023)Artificial Intelligence Enabl…Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study (2021)Predicting Depression From Sm…The effect of e-mental health interventions on academic performance in university and college students: A meta-analysis of randomized controlled trials (2020)The effect of e-mental health…E-mental health interventions for the treatment and prevention of eating disorders: An updated systematic review and meta-analysis. (2020)E-mental health interventions…Digital phenotyping for mental health of college students: a clinical review (2020)Digital phenotyping for menta…Why Uptake of Blended Internet-Based Interventions for Depression Is Challenging: A Qualitative Study on Therapists’ Perspectives (2019)Why Uptake of Blended Interne…The Policy Effect of the General Data Protection Regulation (GDPR) on the Digital Public Health Sector in the European Union: An Empirical Investigation (2019)The Policy Effect of the Gene…E-mental health: Promising advancements in policy, research, and practice (2019)E-mental health: Promising ad…Digital Phenotyping and Mobile Sensing (2019)Digital Phenotyping and Mobil…Improving Employee Well-Being and Effectiveness: Systematic Review and Meta-Analysis of Web-Based Psychological Interventions Delivered in the Workplace (2017)Improving Employee Well-Being…General Data Protection Regulation (GDPR) (2017)General Data Protection Regul…New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research (2016)New Tools for New Research in…Mental health: There’s an app for that (2016)Mental health: There’s an app…E-Mental Health: A Rapid Review of the Literature (2013)E-Mental Health: A Rapid Revi…We don’t need more apps, we need connection: recommender systems as under-explored chance to promote students’ mental health at universities (2026)We don’t need more apps, we n…Delivering interventions for depression by using the internet: randomised controlled trial (2004)Adherence in Internet Interventions for Anxiety and Depression (2009)Evidence summaries: the evolution of a rapid review approach (2012)Emerging mHealth and eHealth interventions for serious mental illness: a review of the literature (2015)Technology Delivered Interventions for Depression and Anxiety in Children and Adolescents: A Systematic Review and Meta-analysis (2018)Defining Rapid Reviews: a systematic scoping review and thematic analysis of definitions and defining characteristics of rapid reviews (2020)Smartphones for Smarter Delivery of Mental Health Programs: A Systematic Review (2013)Virtual reality exposure therapy for social anxiety disorder: A randomized controlled trial. 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References

  • 2017General Data Protection Regulation (GDPR)814 cited
  • 2016New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research757 cited
  • 2013E-Mental Health: A Rapid Review of the Literature416 cited
  • 2017Improving Employee Well-Being and Effectiveness: Systematic Review and Meta-Analysis of Web-Based Psychological Interventions Delivered in the Workplace385 cited
  • 2016Mental health: There’s an app for that333 cited
  • 2020E-mental health interventions for the treatment and prevention of eating disorders: An updated systematic review and meta-analysis.218 cited
  • 2024Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta‐analysis of 176 randomized controlled trials213 cited
  • 2021Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study143 cited
  • 2020Digital phenotyping for mental health of college students: a clinical review121 cited
  • 2019The Policy Effect of the General Data Protection Regulation (GDPR) on the Digital Public Health Sector in the European Union: An Empirical Investigation116 cited
  • 2019Digital Phenotyping and Mobile Sensing101 cited
  • 2020The effect of e-mental health interventions on academic performance in university and college students: A meta-analysis of randomized controlled trials87 cited
  • 2019

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E-mental health: Promising advancements in policy, research, and practice
83 cited
  • 2019Why Uptake of Blended Internet-Based Interventions for Depression Is Challenging: A Qualitative Study on Therapists’ Perspectives61 cited
  • 2023Artificial Intelligence Enabled Mobile Chatbot Psychologist using AIML and Cognitive Behavioral Therapy60 cited
  • 2024A systematic review and meta analysis on digital mental health interventions in inpatient settings28 cited
  • Cited by

    • 2026We don’t need more apps, we need connection: recommender systems as under-explored chance to promote students’ mental health at universities4 cited