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Chatbot features for anxiety and depression: A scoping review

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References

2016Rayyan—a web and mobile app for systematic reviews25,980 cited
2020The psychological impact of quarantine and how to reduce it: rapid review of the evidence16,377 cited
2017Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial2,713 cited
2018An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study1,061 cited
2018Using Psychological Artificial Intelligence (Tess) to Relieve Symptoms of Depression and Anxiety: Randomized Controlled Trial712 cited
2019An overview of the features of chatbots in mental health: A scoping review602 cited
2017A fully automated conversational agent for promoting mental well-being: A pilot RCT using mixed methods367 cited
2018Do mental health mobile apps work: evidence and recommendations for designing high-efficacy mental health mobile apps358 cited
2016Mental health: There’s an app for that333 cited
2022Using AI chatbots to provide self-help depression interventions for university students: A randomized trial of effectiveness296 cited
2019The Next Generation: Chatbots in Clinical Psychology and Psychotherapy to Foster Mental Health – A Scoping Review213 cited
2019Caring for Vincent186 cited
2021Co-developing a Mental Health and Wellbeing Chatbot With and for Young People

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139 cited

2019EMMA: An Emotion-Aware Wellbeing Chatbot126 cited

2015Pilot randomised controlled trial of Help4Mood, an embodied virtual agent-based system to support treatment of depression125 cited

2020Preliminary Evaluation of the Engagement and Effectiveness of a Mental Health Chatbot101 cited

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