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A literature review of remote mental health screening: barriers, potential solutions, and tools
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A literature review of remote mental health screening: barriers, potential solutions, and tools (2025)A literature review of remote mental heal…Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review (2025)Personalization variables in …Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms (2023)Personalization strategies in…Digital Phenotyping for Monitoring Mental Disorders: Systematic Review (2023)Digital Phenotyping for Monit…Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): recruitment, retention, and data availability in a longitudinal remote measurement study (2022)Remote Assessment of Disease …Personalised depression forecasting using mobile sensor data and ecological momentary assessment (2022)Personalised depression forec…Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies (2022)Machine learning for passive …A Machine Learning Approach for Detecting Digital Behavioral Patterns of Depression Using Nonintrusive Smartphone Data (Complementary Path to Patient Health Questionnaire-9 Assessment): Prospective Observational Study (2022)A Machine Learning Approach f…Remote Digital Psychiatry for Mobile Mental Health Assessment and Therapy: MindLogger Platform Development Study (2021)Remote Digital Psychiatry for…Remote Digital Measurement of Facial and Vocal Markers of Major Depressive Disorder Severity and Treatment Response: A Pilot Study (2021)Remote Digital Measurement of…Digital Mental Health for Young People: A Scoping Review of Ethical Promises and Challenges (2021)Digital Mental Health for You…Is there a trial bias impacting user engagement with unguided e-mental health interventions? A systematic comparison of published reports and real-world usage of the same programs (2019)Is there a trial bias impacti…Measuring Psychiatric Symptoms Remotely: a Systematic Review of Remote Measurement-Based Care (2018)Measuring Psychiatric Symptom…Barriers to and Facilitators of Engagement With mHealth Technology for Remote Measurement and Management of Depression: Qualitative Analysis (2018)Barriers to and Facilitators …Procedures for risk management and a review of crisis referrals from the MindSpot Clinic, a national service for the remote assessment and treatment of anxiety and depression (2015)Procedures for risk managemen…A comparison of face-to-face and remote assessment of inter-rater reliability on the Hamilton Depression Rating Scale via videoconferencing (2007)A comparison of face-to-face …The Theory of Planned Behavior: A Review of its Applications to Health-Related Behaviors (1996)The Theory of Planned Behavio…Self-efficacy: Toward a unifying theory of behavioral change. 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A Systematic Review (2020)The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement (2022)The World Health Organization Composite International Diagnostic Interview short‐form (CIDI‐SF) (1998)Accessibility, usability and universal design—positioning and definition of concepts describing person-environment relationships (2003)Understanding the effect of e-learning on individual performance: The role of digital literacy (2014)Sleep, circadian rhythm, and physical activity patterns in depressive and anxiety disorders: A 2‐week ambulatory assessment study (2019)Towards the Design of Ethical Standards Related to Digital Mental Health and all Its Applications (2019)The world health report 2001 - Mental health: new understanding, new hope (2001)Prevalence, Severity, and Unmet Need for Treatment of Mental Disorders in the World Health Organization World Mental Health Surveys (2004)Adherence in Internet Interventions for Anxiety and Depression (2009)Digital Micro Interventions for Behavioral and Mental Health Gains: Core Components and Conceptualization of Digital Micro Intervention Care (2020)The efficacy of mindfulness meditation apps in enhancing users’ well-being and mental health related outcomes: a meta-analysis of randomized controlled trials (2020)Comparative efficacy of onsite, digital, and other settings for cognitive behavioral therapy for insomnia: a systematic review and network meta-analysis (2023)Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study (2013)Mortality in Mental Disorders and Global Disease Burden Implications (2015)Mental Health and the Covid-19 Pandemic (2020)Potential and Pitfalls of Mobile Mental Health Apps in Traditional Treatment: An Umbrella Review (2022)AI Chatbots in Digital Mental Health (2023)Exploring the Ethical Challenges of Conversational AI in Mental Health Care: Scoping Review (2025)The Brief Illness Perception Questionnaire (2006)The PHQ-8 as a measure of current depression in the general population (2008)Wearable Technology in Clinical Practice for Depressive Disorder (2023)From smartphone data to clinically relevant predictions: A systematic review of digital phenotyping methods in depression (2024)Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns (2024)Prevalence and correlates of depression, anxiety, and suicidality among university students. 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References

  • 1996The Theory of Planned Behavior: A Review of its Applications to Health-Related Behaviors3,184 cited
  • 2021Digital Mental Health for Young People: A Scoping Review of Ethical Promises and Challenges242 cited
  • 2023Digital Phenotyping for Monitoring Mental Disorders: Systematic Review177 cited
  • 2019Is there a trial bias impacting user engagement with unguided e-mental health interventions? A systematic comparison of published reports and real-world usage of the same programs142 cited
  • 2023Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms134 cited
  • 2018Barriers to and Facilitators of Engagement With mHealth Technology for Remote Measurement and Management of Depression: Qualitative Analysis119 cited
  • 2022Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): recruitment, retention, and data availability in a longitudinal remote measurement study110 cited
  • 2022Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies75 cited
  • 2015Procedures for risk management and a review of crisis referrals from the MindSpot Clinic, a national service for the remote assessment and treatment of anxiety and depression52 cited
  • 2018Measuring Psychiatric Symptoms Remotely: a Systematic Review of Remote Measurement-Based Care49 cited
  • 2021Remote Digital Measurement of Facial and Vocal Markers of Major Depressive Disorder Severity and Treatment Response: A Pilot Study48 cited
  • 2022Personalised depression forecasting using mobile sensor data and ecological momentary assessment

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47 cited
  • 2021Remote Digital Psychiatry for Mobile Mental Health Assessment and Therapy: MindLogger Platform Development Study35 cited
  • 2022A Machine Learning Approach for Detecting Digital Behavioral Patterns of Depression Using Nonintrusive Smartphone Data (Complementary Path to Patient Health Questionnaire-9 Assessment): Prospective Observational Study30 cited
  • 2007A comparison of face-to-face and remote assessment of inter-rater reliability on the Hamilton Depression Rating Scale via videoconferencing30 cited
  • 2025Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review28 cited
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