临床神经心理学中的AI转折点:呼吁采取行动
Anastasia Serafimovska1,2,3, Kirsten L Challinor4, Tony Florio4,5
1Healthy Brain Ageing Program, Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia.
Journal of clinical and experimental neuropsychology
|September 23, 2025
概括
人工智能 (AI) 正在通过自动化任务来改变临床神经心理学,而不是取代专业人员. 发展人工智能素养对于伦理整合和提高患者护理至关重要.
科学领域:
- 神经心理学 神经心理学
- 人工智能的人工智能
- 临床心理学 临床心理学
背景情况:
- 人工智能 (AI) 在临床神经心理学中的整合正在迅速推进.
- 现有的研究已经探索了AI在自动化神经心理查工具方面的潜力.
研究的目的:
- 为AI在临床神经心理学中的负责任整合提供一个关键框架.
- 解决有关AI风险的担忧,包括安全,隐私,偏见和透明度.
- 将AI定位为增强工具,而不是取代神经心理学家.
主要方法:
- 评论回顾了当前文献和近期关于神经心理学的AI的工作.
- 它分析了与AI实施相关的潜在风险和好处.
- 它探讨了人工智能的概念,作为理解学习和适应的进化步骤.
主要成果:
- 人工智能被认为是自动化离散任务的强大工具,允许神经心理学家专注于复杂的临床和伦理责任.
- 人工智能预计不会取代神经心理学家,但已经在重塑临床工作流程和决策.
- 培养人工智能素养对于专业人士来说至关重要,以适应这些变化.
结论:
- 人工智能代表神经心理学的自然演变,增强而不是取代临床实践.
- 负责任的整合需要定义伦理参数并保持科学严谨性.
- 利用人工智能可以提高平等获得高质量的神经心理护理的机会.
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