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Digital Mental Health Tools and AI Therapy Chatbots: A Balanced Approach to Regulation
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References

  • 2015Ethical Principles of Psychologists and Code of Conduct.1,679 cited
  • 2010Systems of psychotherapy a transtheoretical analysis1,489 cited
  • 2019Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape1,025 cited
  • 2019Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy854 cited
  • 2021My Chatbot Companion - a Study of Human-Chatbot Relationships792 cited
  • 2013Acceptance of Insurance by Psychiatrists and the Implications for Access to Mental Health Care402 cited
  • 2021Algorithmic bias: Senses, sources, solutions274 cited
  • 2017Evidence-Based Psychotherapy: Advantages and Challenges252 cited
  • 2021Governing AI safety through independent audits249 cited
  • 2022Conversational Artificial Intelligence in Psychotherapy: A New Therapeutic Tool or Agent?228 cited
  • 2019The Next Generation: Chatbots in Clinical Psychology and Psychotherapy to Foster Mental Health – A Scoping Review213 cited
  • 2024Barriers and facilitators to the implementation of digital technologies in mental health systems: a qualitative systematic review to inform a policy framework194 cited
  • 2024The Impact of Health Care Algorithms on Racial and Ethnic Disparities84 cited
  • 2022Artificial intelligence and machine learning in mobile apps for mental health: A scoping review

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  • 2026Automated Safety Testing and Reporting Application for Conversational Safety Monitoring of Generative AI Tools for Mental Health: Development and Validation Study4 cited
  • 2025Governance of Direct‐to‐User Digital Mental Health Tools: Emphasizing Transparency over Paternalism3 cited
  • 2026Artificial intelligence mediated emotional support in mental health and its ethical and governance implications in digital public health3 cited
  • 2026Understanding the Rapid Rise of General Purpose AI Chatbots as a Source of Mental Health Support: Insights Informed by Diffusion of Innovations Theory1 cited
  • 2026Who is willing to use AI mental health chatbots? Perceived impact of AI in healthcare predicts acceptance, with higher willingness among immigrants1 cited
  • 2026Privacy assurances and professional-boundary warnings in generative AI mental health chatbots: a randomized vignette experiment on calibrated trust, overreliance risk, and professional help-seeking intentions1 cited