概括
人工智能 (AI) 正在通过提高诊断,治疗和患者护理来改变医学. 解决诸如偏见和透明度等挑战是实现人工智能在医疗保健中的全部潜力的关键.
科学领域:
- 医疗信息学 医疗信息学
- 计算医学是一种计算医学.
- 医疗保健服务研究 医疗服务研究
背景情况:
- 人工智能 (AI) 越来越多地融入医疗保健.
- 人工智能应用包括诊断,治疗优化,公共卫生和患者护理.
- 本综述综合了当前和未来的AI在医学中的应用.
研究的目的:
- 审查人工智能在医学中的变革性应用.
- 探索AI在诊断,治疗和患者护理中的作用.
- 检查新兴的人工智能趋势和相关挑战.
主要方法:
- 叙事综述综合了来自不同研究设计的证据.
- 分析医疗人工智能的最新进展和里程碑式研究.
- 检查新兴趋势,如可解释的人工智能和联合学习.
主要成果:
- 人工智能在提高诊断准确性和治疗策略方面显示出巨大的潜力.
- 人工智能增强了个性化干预和远程监控.
- 新兴趋势包括可解释的人工智能和联合学习,以及诸如偏见和透明度等挑战.
结论:
- 人工智能对改善患者的治疗结果和医疗保健提供有着巨大的前景.
- 克服道德挑战,算法偏见和劳动力影响至关重要.
- 制定监管准则和促进合作对于负责任的AI整合到医学中至关重要.
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