为改善临床结果和患者参与小组治疗提供生成性AI支持疗法支持工具:现实世界的观察性研究
Johanna Habicht1, Larisa-Maria Dina1,2, Jessica McFadyen1
1Limbic Ltd, London, United Kingdom.
Journal of medical Internet research
|March 10, 2025
概括
一个新的人工智能支持的治疗工具显著改善了抑郁症和焦虑症认知行为疗法 (CBT) 的患者参与和结果. 与传统方法相比,这种AI支持增强治疗坚持和成功率.
科学领域:
- 心理健康技术 心理健康技术
- 数字治疗学数字治疗学
- 医疗保健中的人工智能
背景情况:
- 认知行为疗法 (CBT) 对抑郁和焦虑有效,但患有低患者参与度.
- 缺乏与治疗材料的会话之间的参与是CBT治疗失败的关键因素.
- 很大一部分患者在标准的CBT中没有取得成功的结果.
研究的目的:
- 为了评估一个生成的人工智能支持疗法支持工具是否能改善治疗成功和治疗坚持.
- 将人工智能支持的CBT参与与传统的静态工作簿练习进行比较.
- 评估人工智能对患者在会话之间与治疗材料的接触的影响.
主要方法:
- 这是一项现实世界的观察性研究,涉及英国国家卫生服务 (NHS) 谈话疗法服务的244名患者.
- 150名使用人工智能工具的患者与使用标准CBT工作簿的94名患者进行了比较.
- 组对CBT内容和人为主导的课程进行了匹配;干预组获得了人工智能支持的练习.
主要成果:
- 使用人工智能工具的患者表现出更高的会议出席率和更低的学率.
- 人工智能工具用户实现了更好的可靠改进,恢复和可靠的恢复率.
- 参与人工智能支持的CBT预测了更好的坚持和成功,个性化发挥了关键作用.
结论:
- 人工智能支持的个性化治疗支持工具增强了由人类领导的小组治疗的有效性.
- 这种方法有望改善心理健康护理的遵守和结果.
- 人工智能工具可以促进患者参与,并在日常生活中应用CBT技术.
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