医疗保健中的人工智能:应用,挑战和未来方向. 一个由国际,多学科专业知识为基础的叙事审查
Ata Mohajer-Bastami1, Sarah Moin2, Suhaib Ahmad3
1Brompton Primary Care Network, London, United Kingdom.
Frontiers in digital health
|November 27, 2025
概括
人工智能 (AI) 正在通过诊断和个性化医学的应用来改变医疗保健. 解决诸如偏见和监管之类的挑战是负责任的人工智能在卫生领域整合的关键.
科学领域:
- 医疗信息学 医疗信息学
- 数字健康数字健康
- 生物医学研究生物医学研究
背景情况:
- 人工智能 (AI) 已经显著发展,影响了各种医疗保健领域.
- 目前的人工智能应用涵盖医疗和外科专业,相关健康和研究.
研究的目的:
- 审查AI在医疗保健中的历史演变和当前应用.
- 总结AI对相关卫生专业和生物医学研究的影响.
- 突出未经探索的领域,如生成人工智能和相关健康.
主要方法:
- 在Ovid MEDLINE (2018-2025) 中进行结构化的文献搜索.
- 关键词包括人工智能,机器学习,深度学习,大型语言模型,生成人工智能和医疗保健.
- 优先考虑具有新见解和多学科视角的同行评审文章.
主要成果:
- 人工智能越来越多地用于诊断,外科导航,风险预测和个性化医疗.
- 人工智能在医疗保健,药物发现,基因组学和临床试验优化方面表现有前途.
- 采用被偏见,解释性问题,法律挑战和全球不平等的访问所阻碍.
结论:
- 人工智能可以通过适当的监管和临床医生主导的设计来增强医疗保健提供和研究.
- 未来的努力应优先考虑强有力的验证,负责任的实施和数字医学教育.
- 为了在医疗保健中广泛采用人工智能,必须考虑全球公平.
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