通过基于标准的企业架构从碎片化到互操作性的途径,以加强患者安全
Zoie Shui-Yee Wong1,2,3,4, Yang Gong5, Shin Ushiro6,7
1Graduate School of Public Health, St. Luke's International University, Tokyo, Japan. zoiesywong@gmail.com.
NPJ digital medicine
|January 18, 2025
概括
开发基于本体学的架构对于提高患者安全至关重要. 这种方法与卫生系统相结合,用于检测和监测医疗保健中可预防的危害.
科学领域:
- 医疗信息学 医疗信息学
- 自然语言处理自然语言处理.
- 医疗保健系统工程 系统工程
背景情况:
- 创建本体学是自然语言处理 (NLP) 的一个基本步骤.
- 当前的医疗保健系统需要加强安全措施,特别是随着生成AI的兴起.
- 医疗保健部门的弹性,综合安全系统存在差距.
研究的目的:
- 为患者安全提出一个以标准为导向,基于本体学的架构.
- 促进与现有卫生系统的无整合.
- 为了能够有效地检测和监测可能可以预防的危害.
主要方法:
- 利用本体论创建作为自然语言处理的核心组成部分.
- 基于既定标准设计一个系统架构.
- 专注于医疗保健IT基础设施中的无集成能力.
主要成果:
- 基于本体学的架构可以显著提高患者的安全性.
- 无集成促进了对医疗保健相关危害的全面监测.
- 整体系统的方法解决了当前安全协议中的关键缺口.
结论:
- 基于本体学的架构对于在AI时代推进患者安全至关重要.
- 这种方法为检测和减轻可预防的医疗保健危害提供了一个有弹性的框架.
- 整合这些系统对于建立更强大的医疗保健安全网络至关重要.
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