mlsanityData to 7 Oct 2026

A Generic Review of Integrating Artificial Intelligence in Cognitive Behavioral Therapy

arXiv 2407.19422 ↗First posted 28 Jul 2024cs.AIcited by 2

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Abstract (arXiv)

Cognitive Behavioral Therapy (CBT) is a well-established intervention for mitigating psychological issues by modifying maladaptive cognitive and behavioral patterns. However, delivery of CBT is often constrained by resource limitations and barriers to access. Advancements in artificial intelligence (AI) have provided technical support for the digital transformation of CBT. Particularly, the emergence of pre-training models (PTMs) and large language models (LLMs) holds immense potential to support, augment, optimize and automate CBT delivery. This paper reviews the literature on integrating AI into CBT interventions. We begin with an overview of CBT. Then, we introduce the integration of AI into CBT across various stages: pre-treatment, therapeutic process, and post-treatment. Next, we summarized the datasets relevant to some CBT-related tasks. Finally, we discuss the benefits and current limitations of applying AI to CBT. We suggest key areas for future research, highlighting the need for further exploration and validation of the long-term efficacy and clinical utility of AI-enhanced CBT. The transformative potential of AI in reshaping the practice of CBT heralds a new era of more accessible, efficient, and personalized mental health interventions.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 26 of its 167 references that are in the map. First posted on arXiv 28 Jul 2024.

Builds on

26 of 167 references.

References · 26

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14 more
  1. 2022Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in Chinacited by 17
  2. 2024ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classificationcited by 14
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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 1; 2025: 0; 2026: 1.

2 papers.