February 5, 2026 · Journal of addictive diseases · DOI: 10.1080/10550887.2026.2616726

Tailored psychotherapy and AI-enhanced contingency management for co-occurring disorders in cannabis use disorder: a systematic review

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This systematic review investigates the effectiveness of tailored interventions for cannabis use disorder (CUD) in individuals with co-occurring disorders such as depression, PTSD, anxiety, and ADHD, while also exploring the potential of AI-enhanced contingency management (CM) to improve treatment outcomes. The findings indicate that integrated cognitive-behavioral therapies and AI applications can significantly reduce cannabis use and improve psychiatric symptoms, suggesting that combining personalized psychotherapy with technology-assisted reinforcement may enhance treatment efficacy for this population.

Sidharth Mishra, Sayali Mishra, Sibanarayan Rath

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