通过GEriatric联合管理和AI (SURGE-Ahead) 支持外科手术:用于开发数字老年病医的研究协议
Christoph Leinert1,2, Marina Fotteler1,2,3, Thomas Derya Kocar1,2
1Institute for Geriatric Research at AGAPLESION Bethesda Ulm, Ulm University Medical Center, Ulm, Germany.
PloS one
|June 16, 2023
概括
数字工具可以提高老年手术患者的老年联合管理,改善护理连续性. SURGE-Ahead项目开发了一个基于人工智能的应用程序,以支持医疗专业人员提供基于证据的建议和决策支持.
科学领域:
- 老年医学 老年医学
- 数字健康数字健康
- 手术护理 手术护理
背景情况:
- 老年人联合管理改善了老年人护理,但面临着资源限制.
- 数字化通过结构化信息和决策支持提供解决方案.
- 未来的SURGE项目旨在弥合这一差距.
研究的目的:
- 开发和实施一个数字应用程序 (SAA),集成老年共同管理和手术患者的AI.
- 提供基于证据的建议和人工智能增强的决策支持,以确保护理的连续性 (COC).
- 通过技术创新,解决老年共同管理中的资源局限性.
主要方法:
- 根据复杂干预的MRC框架开发SURGE-Ahead应用程序 (SAA).
- 定义一个最小的老年病学数据集 (MGDS),整合医院数据,评估和传感器数据.
- 对证据基础的文献评论,对人工智能驱动的COC建议的机器学习,以及可用性测试.
主要成果:
- 该项目概述了一种新的方法,将老年共同管理与数字工具相结合.
- 一个AI增强的应用程序将支持老年人手术护理和护理的连续性.
- 该研究涉及人工智能培训,可行性测试和临床环境中的代改进.
结论:
- 在SURGE-Ahead项目提出了一个全面的数字解决方案,以提高老年共同管理在手术.
- 该SAA旨在改善住院外科护理和对老年人口的护理连续性.
- 该计划利用数字化和人工智能来克服老年护理的资源限制.
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