References

• 2019Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy854 cited
• 2017Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning800 cited
• 2023Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being592 cited
• 2022Natural language processing applied to mental illness detection: a narrative review474 cited
• 2019Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety433 cited
• 2025The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality318 cited
• 2022A Call to Action on Assessing and Mitigating Bias in Artificial Intelligence Applications for Mental Health263 cited
• 2021Artificial Intelligence–Based Chatbot for Anxiety and Depression in University Students: Pilot Randomized Controlled Trial200 cited
• 2019Current State and Future Directions of Technology-Based Ecological Momentary Assessment and Intervention for Major Depressive Disorder: A Systematic Review194 cited
• 2024Ethical Considerations in Artificial Intelligence Interventions for Mental Health and Well-Being: Ensuring Responsible Implementation and Impact169 cited
• 2023AI Chatbots in Digital Mental Health168 cited
• 2025The application of artificial intelligence in the field of mental health: a systematic review118 cited