Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta-Analysis

Cited by (507)

Items 301–400 of 507

  1. Engagement of Sri Lankan Medical Practitioners with AI and Mental Health Decision Support AI Chatbot
    Tharindu Sachintha Adhikari, Janaka I Wijayanayake, Kaneeka Vidanage · 2025 · International Conference on Advanced Research in Computing (ICARC)
  2. Interaction in Cognitive Behavioral Therapy
    Kazuhiro Shidara, Takashi Kudo · 2025 · Springer eBooks
  3. The effect of artificial intelligence applications GymBuddy & Elomia on the mental health and physical activities of teachers and learners exposed to e-learning platforms
    Yejing Zhang · 2025 · Current Psychology
  4. Beyond Engagement: A Multidimensional Framework to Evaluate the Safe Development of Agentic AI in Mental Health
    Beatriz García Santa Cruz, Carlos Vega, Philip Santangelo, Venkata Satagopam · 2025 · Lecture notes in computer science
  5. From promise to practice: insights into ChatGPT-4o use in child and adolescent mental health from professionals
    Armağan Aral, Gizem Gerdan, Miraç Barış Usta, Ayse Erguner Aral · 2025 · Frontiers in Psychiatry
  6. Artificial Intelligence in Mental Health
    Annmarie V. Earnhardt, Paul Allen Riordan, Christie H. Kahlon, Felix I. Nwajei, Khalilah M. McCants · 2025 · Nursing Clinics of North America
  7. Artificial Intelligence Chatbots in Surgical Care: A Systematic Review of Clinical Applications
    Anne E. Hall, Amanda T. Perrotta, Kaavian Shariati, Archi K. Patel, Justine C. Lee · 2025 · Journal of Artificial Intelligence for Medical Sciences
  8. AI Chatbots as Companions for Trauma Survivors: Balancing Algorithmic Responses and Genuine Empathy
    Malak M. Alqaidoom, Ali Ahmed Ateeq · 2025 · Studies in systems, decision and control
  9. Human-Agent Interaction (HAI) for Health and Well-being: Differential Encouragement Framework in Sustained Interaction
    Lingxuan Xiang, Qun Jin, Hideaki Kikuchi · 2025 · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
  10. HopeBot: An AI-Powered Mental Health Chatbot Built to Support College Students
    Abikrit Gautam, Prasanthi Sreekumari · 2026 · IEEE International Conference on AI in Cybersecurity (ICAIC)
  11. Perceived credibility and social competence of chatbots in mental health apps and the influence of algorithm literacy
    Maria F. Grub, Teresa K. Naab · 2026 · Digital Health
  12. AI-augmented communication improves HIV PrEP initiation and persistence in populations disproportionately impacted by HIV
    Aditya P. Narayan, Michael Blasingame, Sam Warmuth, Gabriella N. Palmeri, India Halm, Ramin Bastani, Whitney Engeran-Cordova, Harold J. Phillips, Leandro Antonio Mena, Nirav R. Shah · 2026 · npj Digital Medicine
  13. History of chatbots and their emerging applications in textiles, polymers, and sustainability
    Md. Al-Amin, Md. Emdad Hossain, Mohammad Shazed Ali, Abdus Salam, Ashraf Ali, Ahsan Ullah, Nur Alam, Mst. Nasrin Akhter, Syed Abrab Mahmood · 2026 · Sustainable materials and technologies
  14. Breaking Barriers in Student Mental Health Care With AI-Enhanced Group Cognitive Behavioral Therapy: Pilot Feasibility Study
    Bogdan Tudor Tulbure, Bianca Spătaru, Andrei Rusu, Darian Faur, Daniel Precupaș, Loredana Marcela Trancă, S.N. Popa, Adrian Spătaru · 2026 · JMIR Formative Research
  15. Suicidal Ideation in Online Spaces Through the Lens of Interpersonal Theory of Suicide: Exploratory Study of Self-Disclosure, Peer Support, and AI Responses
    Soorya Ram Shimgekar, Violeta J. Rodríguez, Paul A. Bloom, Dong Whi Yoo, Koustuv Saha · 2025 · JMIR AI
  16. ''If it helps then it doesn't matter'': Exploring Non-User Views on Chatbot Companionship through Story Completion
    Faye Kollig, Casey L. Fiesler · 2026 · Proceedings of the ACM on Human-Computer Interaction
  17. Standalone commercial exergame training to improve balance in older adults in care facilities: a systematic review and meta-analysis of recent 10-year randomized controlled trials
    Wilson Kin Chung Leung, Connie Yim Ching Yau, Bobo Ching Lam Chan, Yvonne Yuet Ying Wong, Janice Ngar Lam Chow, Simon Ching Lam, Lorna Kwai Ping Suen, Wendy Moyle · 2026 · BMC Geriatrics
  18. Designing a mobile chatbot-based learning journaling system for intrinsic motivation and engagement
    Sven Scheu, Simone N. Loeffler, Alexander Maedche · 2026 · International Journal of Educational Technology in Higher Education
  19. Participatory Research with Youth for Responsible AI in the Netherlands: The Perspective and Design Requirements of Youth from Diverse Backgrounds for an AI-Based Digital Mental Health App
    Nic A. Orchard, Sarah Duister, Ruixuan Zhang, Kathleen Guan, Niko Vegt, Mark de Reuver, Caroline Astrid Figueroa · 2026 · ACM Transactions on Computing for Healthcare
  20. Characteristics of Human-Like Virtual Profiles in Relation to Audience Reach and Engagement on Instagram: Secondary Data Analysis
    Alexandra Maria Lebrecht, Winze Tam, Omar Merlo, Andreas Benedikt Eisingerich · 2026 · Journal of Medical Internet Research
  21. From promise to practice: artificial intelligence in mental health care in the MENA region
    Sara El Hajj, Ahmad Nsouli, M. Wehbe, George Saad, F. Maalouf · 2026 · Frontiers in Psychiatry
  22. AI as a Therapist, Companion, and Romantic Partner: Emerging Roles, Benefits, and Risks for Mental Health in Participatory Medicine
    John M. Grohol · 2026 · Journal of Participatory Medicine
  23. Immediate and Sustained Improvements in Mood and Stress Associated With Yuna, an AI-Powered Digital Mental Health Intervention: Real-World Retrospective Study
    Kelsey Lynn McAlister, Courtney C. Jewell, Chad D. Stecher, Jennifer Huberty · 2026 · JMIR mhealth and uhealth
  24. Therapy Bot: A Multimodal Stress/Emotion Recognition and Alleviation System
    Pradeep Tiwari, Anand D. Darji · 2021 · International Journal of Computer Applications
  25. Interactive Conversational Agents for Health Promotion, Prevention, and Care: Protocol for a Mixed Methods Systematic Scoping Review
    Maxime Sasseville, Romina Barony, Achille Roghemrazangba Yameogo, Laurie-Ann Bergeron-Drolet, Frédéric Bergeron, Marie‐Pierre Gagnon · 2022 · JMIR Research Protocols
  26. MOODY: A Natural Language Processing-Based Chatbot for Mental Health Care
    Shubhangi Thakur, Dhruv Rastogi, Leena Singh · 2022 · Lecture notes in electrical engineering
  27. Uso de herramientas virtuales para el abordaje inicial en pacientes con síntomas de salud mental: una revisión de la literatura
    Juan Pablo Olier Herrera, Borja Ignacio Ferreras López, Yahira Rossini Guzmán Sabogal, Daniela Peña Pérez, Maria Alejandra Ramírez Cruz · 2024 · Persona y Bioética
  28. Use of Chatbots to Support the Inclusion of People With Autism Spectrum Disorder
    Ayşe Tuna · 2024 · Advances in educational technologies and instructional design book series
  29. Finding Our Lanes: A Roadmap for Collaboration Between Academic Medical Centers and Behavioral Telehealth Companies
    Daniel J. Eden, Alison D. Hermann, Lisa B. Sombrotto, Philip J. Wilner, Justin A. Chen · 2024 · Harvard Review of Psychiatry
  30. The Role of Mental Health Apps (MHapps) in Furthering Progress on SDG3: A Case for Multi-stakeholder Collaboration
    Mia Eisenstadt · 2024 · Integrated science
  31. Mental Healthcare Chatbots: Technological Advancements, Challenges, and Opportunities
    Balaraman Sundarambal, H Amirthavarshini, Suresh Subramanian, Chokiyan Karthikeyini, Senthil Kumar G, Namaskaram Kirubakaran · 2025 · International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI)
  32. KI Chatbots als Paartherapie
    Madita Hardiek · 2025 · Beratung aktuell
  33. Digital Technology Interventions for Preventing and Treating Youth Depression
    Daniela Lira, Vania Martínez · 2022 · Depression and personality
  34. e-Mental Health and Health Informatics
    Maritta Anneli Valimaki, Kirsi Hipp · 2022 · Springer eBooks
  35. Accessibility in Digital Health
    Anastasios Koukopoulos, Νikolaos Danias · 2024 · Advances in healthcare information systems and administration book series
  36. Interactive conversational agents for health promotion, prevention, and care: A mixed methods systematic scoping review protocol (Preprint)
    Maxime Sasseville, Romina Barony, Achille Roghemrazangba Yameogo, Laurie-Ann Bergeron-Drolet, Frédéric Bergeron, Marie‐Pierre Gagnon · 2022
  37. Effectiveness of Native Language for Conversational Bots
    Ashim Dahal, Anuj Khadka, Bishal Kharal, Aashish Shah · 2022 · Research Square
  38. Manage Your Life Online ('MYLO'): Co-design and case-series of an artificial therapist to support youth mental health.
    Aimee‐Rose Wrightson‐Hester, Georgia Anderson, Joel Dunstan, Peter M. McEvoy, Chris Sutton, BRONWYN J. MYERS, Sarah Jane Egan, Sara Tai, Melanie Johnston-Hollitt, Wai Chen et al. · 2023
  39. Future Me: Promoting a future-oriented outlook through conversation with our future self.
    Eva Lash, Martin Dechant, Ciarán O’Driscoll · 2024
  40. Chatbots and mental health: A scoping review of reviews
    Eric Mayor · 2024
  41. A Friend or Foe? A Six-Country Study of Individual and Well-Being Factors Associated with Chatbot Friend Usage
    Rita Latikka, Jenna Bergdahl, Iina Savolainen, Magdalena Celuch, Atte Oksanen · 2024 · SSRN Electronic Journal
  42. WITHDRAWN: Conversational AI in Therapy: Current Applications and Future Directions in Mental Health Support
    Shubham Sundaram, R Adarsh, Shalin Thapa · 2025 · medRxiv
  43. Suicidal Ideation in Online Spaces Through the Lens of Interpersonal Theory of Suicide: Exploratory Study of Self-Disclosure, Peer Support, and AI Responses (Preprint)
    Soorya Ram Shimgekar, Violeta J. Rodriguez, Paul Alexander Bloom, Dong Whi Yoo, Koustuv Saha · 2025
  44. Artificial Intelligence and the Changing Landscape of Therapy
    Terry Hanley · 2025 · Counselling and Psychotherapy Research
  45. AI Chatbots and Youth Mental Health: Practical Recommendations for Clinicians
    Yael Dvir, Phoebe S. Moore, Megan M. Kelly · 2025 · Journal of the American Academy of Child & Adolescent Psychiatry
  46. A Dual Role Collision: How Generative AI's Intertwining Productivity Support and Social Support Reshape Indie Game Developers' Creative Work
    Panchanadikar, Ruchi, Hu, Yang, Freeman, Guo · 2026 · Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency
  47. Chatbots in Healthcare Interventions: A systematic review of randomized controlled trials v (Preprint)
    Yan Li, Bingqian Zhu, Xu Liu, Jing Li, Dapeng Chen, Surui Liang, Daniel Thomas Bressington · 2022
  48. Analysing the determinants to accept a virtual assistant and use cases among cancer patients: a mixed methods study (Preprint)
    M. V. van Bussel, G. Odekerken-Schröder, Carol Ou, R. Swart, M. Jacobs · 2022
  49. Conversations with a concern-addressing chatbot increase COVID-19 vaccination intentions among social media users in Kenya and Nigeria
    Leah R. Rosenzweig, Molly Offer‐Westort · 2022
  50. Can Digital Technologies Change Schizophrenia Care?
    Raquel Simões de Almeida, Tiago A. N. Silva · 2022 · Advances in medical technologies and clinical practice book series
  51. Rates and Predictors of Uptake of a Chatbot Aimed to Promote Mental Health Services Use for Eating Disorders Following Online Screening (Preprint)
    Laura D’Adamo, Anne Claire Grammer, Gavin N. Rackoff, Jillian Shah, Marie‐Laure Firebaugh, C. Barr Taylor, Denise E. Wilfley, Ellen E. Fitzsimmons‐Craft · 2022
  52. MOBILE PHONE RECOMMENDER USING MULTI CRITERIA DECISION MAKING ALGORITHM
    J. Ragaventhiran, M. Sindhuja, N. Prasath, Muthu Kumar B, M. Islabudeen · 2022 · Malaysian Journal of Computer Science
  53. Integrated Digital Platforms for Clinical Care
    Mark Erik Larsen, Lan Chi Vo, Abhishek Pratap, Dorian Peters · 2023 · Springer eBooks
  54. Chatbot Deteksi Awal Gangguan Kecemasan Menggunakan Dialogflow
    Rahmat Rizki Hidayat, Muhammad Fikry, Yusra Yusra · 2023 · JTT (Jurnal Teknologi Terpadu)
  55. Mind-Reading Machines: Promises, Pitfalls, and Solutions of Implementing Machine Learning in Mental Health
    Urvakhsh Meherwan Mehta, Kiran Basawaraj Bagali, Sriharshasai Kommanapalli · 2024 · Springer eBooks
  56. Advancing Data Science: A New Ray of Hope to Mental Health Care
    Vanteemar Sathyanarayana Sreeraj, Rujuta Ulhas Parlikar, Kiran Basawaraj Bagali, Hanumant Singh Shekhawat, Ganesan Venkatasubramanian · 2024 · BENTHAM SCIENCE PUBLISHERS eBooks
  57. As real as possible: Chancen und Herausforderungen von Online-Psychotherapie
    Sylke Andreas · 2024 · PiD - Psychotherapie im Dialog
  58. Human-AI Collaboration Supporting GPT-4o Achieving Human-Level User Feedback in Emotional Support Conversations: Integrative Modeling and Prompt Engineering Approaches (Preprint)
    Yinghui Huang, Lie Li, Wanghao Dong, Yuhang Dong, Yingdan Huang, Hui Liu · 2024
  59. Integrated Digital Platforms for Clinical Care
    Mark Erik Larsen, Lan Chi Vo, Abhishek Pratap, Dorian Peters · 2024 · Springer eBooks
  60. Die Ethik der KI in Universitäten: Im Spannungsfeld zwischen Qualität, Identität und Privatsphäre
    Sandra Leaton Gray · 2024 · Springer eBooks
  61. Using Digital Technologies in Mental Health Care
    Dimitrichka Zheleva Nikolaeva, Maximilian Georgiev, Violeta Bozhikova, Daniela Ivanova Petrova, Mariana Stoeva · 2024 · International Scientific Conference Electronics (ET)
  62. Insomnia Prevalence and Mental Health Correlates Among 18,646 Users of an Internet-Based Cognitive-Behavioural Therapy Website: Archival Real-World Data From the United States, 2017–2019
    Mark D Attridge · 2024 · Qeios
  63. Insomnia Prevalence and Mental Health Correlates Among 18,646 Users of an Internet-Based Cognitive-Behavioural Therapy Website: Archival Real-World Data From the United States, 2017–2019
    Mark D Attridge · 2024 · Qeios
  64. Insomnia Prevalence and Mental Health Correlates Among 18,646 Users of an Internet-Based Cognitive-Behavioral Therapy Website: Archival Real-World Data from the United States, 2017-2019
    Mark D Attridge · 2024 · Qeios
  65. Factors Promoting Engagement with Conversational Agents in Mental Health Therapy: The Role of Epistemic Trust, Personality, and Fear of Intimacy. A cross-sectional web survey. (Preprint)
    Daniela Di Basilio, Fanny Guglielmucci · 2024
  66. A digitális jóllét pozitív pszichológiai megközelítésben
    Hajnalka Turóczi, Ágota Kun · 2025 · Magyar Pszichológiai Szemle
  67. Voice and chatbot: A hybrid framework using XAI for improving mental health
    Debmitra Ghosh, Sayani Ghatak, Hrithik Paul · 2025 · Elsevier eBooks
  68. "The Use of AI Chatbot Therapy as a Stress Management Intervention In Non-Clinical Populations": An Experimental Study (Preprint)
    Alqueen Carlos, Sheila Marie Dela Peña · 2025
  69. References
    2025 · Emerald Group Publishing Limited eBooks
  70. Network modeling of Generative Conversational Al Needs, Childhood Trauma and Mental health in Adolescents from Impoverished Regions (Preprint)
    Youdong Li, Jianqiang Wang, Shaoxiong Li, Yanxin Zhang, Jing Guo Lv, Zheng Liu, Ziyan Wang, Yuhan Peng, Congcong Liu, Xuezhu Yu et al. · 2025
  71. Quantitative Review of Conversational Agents in E-Health Using NLP and AI
    Vincenza Carchiolo, Michele Malgeri · 2024 · Global Congress on Emerging Technologies (GCET)
  72. Chatbots for Mental Health
    Gert‐Jan de Bruijn, Fakhra Jabeen, Tibor Bosse · 2025
  73. My Future in Focus: Exploration of Students' Perceptions and Experiences using the Prototype Future Me’ - a Prospection-Based Chatbot ‘Promoting Mental Well-being (Preprint)
    Martin Dechant, Eva Lash, Sarah Shokr, Ciarán O’Driscoll · 2025
  74. Effectiveness of Artificial Intelligence Chatbots on Mental Health & Well-being in College Students: A Rapid Systematic Review (Preprint)
    Shahzadhi Nyakhar, Hongwu Wang · 2025
  75. To Chat or Not to Chat: Understanding Chatbot Use Among Chinese Undergraduates in the Context of Social Support and Mental Health
    Yuncheng Jia, Nuchanad Hounnaklang · 2025 · Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research
  76. Collaborative Planning of AI Chatbots in Online Health Communities: Sociomateriality and Sustainability Perspectives
    Osta Alain, Angelika I Kokkinaki, Charbel Chedrawi · 2025 · Sustainable landscape planning and natural resources management
  77. Synthetic Empathy and the Influence Trap
    Harshit Katoch, Damanjit Sandhu · 2025 · Advances in computational intelligence and robotics book series
  78. El uso de la tecnología para mejorar el cuidado de la salud mental en pacientes oncológicos: una revisión de alcance
    Juan Habib Bendeck Soto, Leidy Johana Muñoz Guirales, Cindy Vanesa Muñoz Guirales, John Camilo García Uribe · 2025 · RHS-Revista Humanismo y Sociedad
  79. Clinicians’ Attitudes Toward using Artificial Intelligence in Mental Health Interventions
    Vera Békés, Katie Aafjes‐van Doorn · 2026 · Journal of Technology in Behavioral Science
  80. The Impact of Artificial Intelligence on Human Emotions: Systematic Review and Future Research Directions
    Yang Yang, Liwei Fan, Teng Wang, Rui Yan · 2025 · SSRN Electronic Journal
  81. LARGE LANGUAGE MODEL BASED CHATBOTS – A CHANCE FOR CLOSING THE MENTAL HEALTH TREATMENT GAP OR A THREAT TO THE PUBLIC HEALTH? A NARRATIVE REVIEW
    Tomasz Ufniarski, Maria Ufniarska, Aleksandra Piech, Karolina Pasierb, Karol Poplicha, Martyna Grodzińska, Bartłomiej Siuzdak, Justyna Moszkowicz, Piotr Sobkiewicz, Patrycja Kardasz et al. · 2025 · International Journal of Innovative Technologies in Social Science
  82. Therapy Without a Therapist: Chatbots and Artificial Intelligence in Mental Health.
    C. Lack, J. Haws · 2025 · Psychiatric Clinics of North America
  83. Multidisciplinary perspectives on personalised prevention in youth mental health
    Johanna Löchner, Mariana Bolivar, Lesley Booth, Sara Canella, Michele Calobro, Joseph Firth, Azucena García‐Palacios, Aleksandra Kyritsaka, Lasse Sander, Caroline Seiferth et al. · 2025 · Frontiers in Digital Health
  84. Trauma-Informed Conversational Agents for Mental Health: Understanding User Perspectives and Experiences (Preprint)
    Xintong Lu, Shion Guha, Rachel Pfafman, Jessica Annette Pater, Courtney L. Washington, Fayika Farhat Nova · 2025
  85. Development of a virtual assistant to support nurses in managing work tasks
    Milić Kimi · 2025 · Annals of Nursing
  86. Chatbots
    Aditya Shrivastav, Sunil Sankathala, Kashvi Chaturvedi, Atharva Haresh Saraf, Krutika Patre, Susanta Das · 2025 · Advances in computational intelligence and robotics book series
  87. An AI-based chatbot to support health-related social needs among pediatric primary care population: Protocol for a pilot randomized controlled trial
    Emre Sezgın, Elizabeth Clarkson, Faith Logan, Daniel I. Jackson, Syed-Amad Hussain, Joshua Stokes, Alicia C. Bunger, Guy Nathaniel Brock, Eric Fosler‐Lussier, Alex R. Kemper et al. · 2026 · PLoS ONE
  88. Chatbot Rating Scale (CHARS): Development and Validation of a New Tool for Assessing the Quality of Health and Social Care Chatbots
    Isaac Iyinoluwa Olufadewa, Enoch Olabode Olayori, Miracle Ayomikun Adesina, Musa Adekunle Ayanwale, Blessing Oladokun, Ruth Ifeoluwa Oladele, Oluwabusolami Ale, Toluwase Ayobola Olufadewa, Maame Araba Oduro · 2025 · Research Square
  89. EFICÁCIA DE PROGRAMAS DE INTELIGÊNCIA ARTIFICIAL COM APLICAÇÃO DE CHATBOTS NO AUXÍLIO AO CUIDADO A SAÚDE MENTAL
    Joaquim Gabriel de Farias Lima Neto, Ancelmo Frank Coelho Castro · 2025 · Revista Foco
  90. Log in, lie down: ethics and the digital turn in psychotherapy
    Jason Branford, Jordan A. Conrad · 2025 · Philosophical Psychology
  91. Development and usability evaluation of an audio-based cognitive behavioral therapy mobile app for depression in hemodialysis patients
    Fariborz Narimanpour, Habibollah Pirnejad, Khadijeh Makhdoomi, Haedeh Feizipour, Zahra Niazkhani · 2025 · BMC Psychology
  92. Additional file 2 of Analyzing the determinants to accept a virtual assistant and use cases among cancer patients: a mixed methods study
    Martien J. P. van Bussel, Gaby Odekerken‐Schröder, Ou, Carol, Rachelle Swart, Maria Jacobs · 2022 · Figshare
  93. Additional file 1 of Analyzing the determinants to accept a virtual assistant and use cases among cancer patients: a mixed methods study
    Martien J. P. van Bussel, Gaby Odekerken‐Schröder, Ou, Carol, Rachelle Swart, Maria Jacobs · 2022 · Figshare
  94. A chatbot-delivered stress management coaching for students (MISHA app) : pilot randomized controlled trial
    Sandra Ulrich, Natascha Lienhard, Hansjörg Künzli, Tobias Kowatsch · 2024 · Zürcher Hochschule für Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)
  95. Additional file 1 of Demographic and clinical characteristics associated with anxiety and depressive symptom outcomes in users of a digital mental health intervention incorporating a relational agent
    Emil J. Chiauzzi, Andre Antonio Alexander Williams, Timothy Y. Mariano, Sarah Pajarito, Athena Hagler Robinson, Andrew Kirvin-Quamme, Valerie L. Forman‐Hoffman · 2024 · Figshare
  96. Additional file 1 of Improving body image at scale among Brazilian adolescents: study protocol for the co-creation and randomised trial evaluation of a chatbot intervention
    Emily L. Matheson, Harriet G. Smith, Amaral, A. C. S., Juliana Fernandes Filgueiras Meireles, Almeida, M. C., Mora, G., Leon, C., Gastón Gertner, N. Ferrario, L. Suarez Battan et al. · 2021 · Figshare
  97. AI Companion: Revolutionising Mental Well-Being Through Conversational UX
    N. P. Soundarya, Sura Bhoomika, Vaishali Ashok, Harshit Kumar Gupta · 2025 · Lecture notes in mechanical engineering
  98. Neural, Behavioral, and Clinical Outcomes of a Voice-based AI Coach for Depression and Anxiety: A Phase 2 Randomized Trial
    Thomas Kannampallil, Olusola Ajilore, Joshua Morrison Smyth, Amruta Barve, Corina R. Ronneberg, Nan Lv, Vikas Kumar, Claudia Garcia, Gbenga Aborisade, Nancy E. Wittels et al. · 2025 · medRxiv
  99. Who am I talking to?: Memory of Chatbots and Personalized Chat Interaction
    Ecem Ergül, Aysun EYREK, Esra Pelin GÜREGEN · 2025 · Akdeniz Üniversitesi İletişim Fakültesi Dergisi
  100. ARTIFICIAL INTELLIGENCE IN MENTAL HEALTH SERVICES: CURRENT APPLICATIONS, CHALLENGES, AND FUTURE DIRECTIONS
    Michał Szyszka, Aleksandra Grygorowicz, K. Baran, Michał Ględa, Weronika Radecka, Weronika Kozak, Agnieszka Szreiber, Karol Grela, Karolina Nowacka, Kamil Jabłoński et al. · 2025 · International Journal of Innovative Technologies in Social Science