Effectiveness and safety of using chatbots to improve mental health: systematic review and meta-analysis
Abd-Alrazaq, Alaa Ali, Rababeh, Asma, Alajlani, Mohannad, Bewick, Bridgette M, Househ, Mowafa·2020·Journal of Medical Internet Research
DOI 10.2196/16021
Cited by (504)
Items 201–300 of 504
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- Interaction in Cognitive Behavioral TherapyKazuhiro Shidara, Takashi Kudo · 2025 · Springer eBooks
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