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在地平线上:自动化和人工智能在麻醉学中的具体应用
Sherwin C Davoud1, Vesela P Kovacheva1
1Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St., L1, Boston, MA, USA.
Current anesthesiology reports
|December 18, 2023
概括
人工智能 (AI) 为麻醉师提供了强大的工具,可以预测患者的风险,并改善从术前到术后的护理. 需要进一步验证,但人工智能在麻醉学中承诺个性化和更安全的患者结果.
科学领域:
- 麻醉学 麻醉学
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 由于技术进步,麻醉学正在经历重大变革.
- 人工智能 (AI) 正在成为术后护理创新的关键驱动力.
研究的目的:
- 审查当前关于人工智能 (AI) 技术的研究.
- 批判性地检查AI在麻醉师日常实践中的适用性.
主要方法:
- 使用各种数据源 (EHR,成像,波形,笔记,可穿戴设备) 开发的新型AI工具的审查.
- 对人工智能应用在预测外科手术期间风险和协助外科手术和术后护理方面的分析.
主要成果:
- 人工智能工具准确地预测了外科手术期间的风险,输血需求和困难的输管.
- 人工智能模型显示了技术技能增强,增强患者监测和并发症预防的潜力.
- 人工智能应用涵盖了术后护理的所有阶段,从风险预测到出院规划.
结论:
- 在麻醉学中实施人工智能可以导致个性化和更安全的患者护理.
- 通过人工智能,可以从外科手术期间的数据中获得可操作的见解.
- 虽然有希望,但需要对人工智能工具进行进一步的前性验证.
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