头脑与机器相遇:对人工智能在临床心理学实践中的作用进行叙述性审查
Andrea Calderone1, Desirèe Latella1, Elvira La Fauci2
1IRCCS Centro Neurolesi Bonino-Pulejo, Messina, Italy.
Clinical psychology & psychotherapy
|December 5, 2025
概括
人工智能 (AI) 正在改变临床心理学,为评估和治疗提供工具. 虽然有希望,但人工智能集成需要仔细评估证据,偏见和以患者为中心的结果,以确保负责任的实施.
科学领域:
- 心理学 心理学 心理学
- 计算机科学 计算机科学
- 人工智能的人工智能
背景情况:
- 临床心理学正在随着人工智能集成而发展.
- 人工智能在心理医疗保健中提供了机遇和挑战.
- 本综述批判性地检查了AI在临床工作流程中的作用.
研究的目的:
- 批判性地评估人工智能的整合到临床心理学实践中.
- 从实验原型中区分临床验证的AI工具.
- 根据当代标准评估人工智能研究的质量.
主要方法:
- 对近期文学进行全面的叙事审查.
- 专注于机器学习,深度学习和NLP应用.
- 包括数字表型和人工智能辅助护理模型.
主要成果:
- 人工智能自动化得分和分析多式联运数据,提高客观性.
- 人工智能工具需要临床医生监督偏见和可解释性.
- 治疗中的AI显示出承诺的参与,但引发了伦理方面的担忧.
结论:
- 人工智能为评估,监测和分类提供了潜力.
- 在临床心理学中,人工智能的证据目前是异质的.
- 建议进行增量评估整合,优先考虑验证和患者的治疗结果.
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