人类使用工具:从手工工具到人工智能
1Department of Vascular Surgery, Centro Multidisciplinario Healthy Steps, Morelia, Michoacán, México.
Journal of vascular surgery. Venous and lymphatic disorders
|November 13, 2023
概括
人工智能 (AI) 正在改变手术仪器,提高血管外科手术的精度和患者的结果. 虽然人工智能提供了巨大的潜力,但道德考虑和人类临床判断不可替代的作用仍然是其负责任的整合的关键.
科学领域:
- 手术技术 手术技术
- 医疗人工智能 医疗人工智能
- 血管外科创新 血管外科创新
背景情况:
- 人类的进化和生存与工具的开发密切相关,时间跨越了200万年.
- 手术实践一直在不断发展,从古老的工具如刀和针到现代技术如激光,内镜和机器人.
- 人工智能 (AI) 代表了手术仪器仪表的下一个前沿,通过自我评估能力承诺提高精度.
研究的目的:
- 探索手术仪器的历史发展以及人工智能在手术中的新兴作用.
- 检查人工智能在血管外科研究和实践中的当前和潜在应用.
- 讨论人工智能在手术决策和患者护理中的伦理考虑和未来整合.
主要方法:
- 在人类进化和外科手术中对历史仪器发展的审查.
- 分析目前在血管外科的AI应用,包括用于风险识别和放射性解释的深度学习.
- 探索人工智能驱动的决策支持系统和复杂外科手术过程中的机器人协助.
主要成果:
- 人工智能系统正在被用于血管外科手术,通过深度学习来跟踪患者的进展和识别血管疾病风险.
- 人工智能增强了血管成像和医学的放射学解释,有助于异常检测.
- 机器人辅助和人工智能决策支持系统显示了提高手术精度,优化复杂手术的结果以及通过具有挑战性的解剖学指导外科医生的潜力.
结论:
- 人类专业知识与人工智能的整合即将彻底改变外科手术,显著提高安全性,精度和疗效.
- 伦理考虑,包括数据代表性,患者隐私和算法透明度,对于在外科手术中负责任地开发和部署AI至关重要.
- 人工智能应该增强,而不是取代血管外科医生的判断和经验,强调人类临床解释,同理心和医生患者关系的持续重要性.
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