为智能和综合老年护理模式制定规则和算法
Rongrong Guo1, Shuqin Xiao1, Fangyu Yang1
1School of Nursing, Capital Medical University, Beijing, China.
Studies in health technology and informatics
|July 25, 2024
概括
这项研究介绍了SMART模型,这是一个智能系统,用于为老年人提供综合家庭护理. 它使用规则和算法来个性化护理计划,通过450种基于证据的方法解决138个已确定的问题.
科学领域:
- 老年学是一门学科.
- 医疗信息学 医疗信息学
- 护理科学 护理科学
背景情况:
- 在为老龄化人口提供有效的家庭护理方面存在全球性挑战.
- 目前的模型往往缺乏整合和智能决策支持.
- 在家生活的老年人需要定制和基于证据的护理解决方案.
研究的目的:
- 开发和描述一个智能和综合老年护理模型 (SMART模型) 用于在家居住的老年人.
- 通过基于知识的临床决策支持系统,建立一个透明和合理的老年护理决策过程.
- 为了解决全球家庭老年护理的瓶.
主要方法:
- 一项混合方法研究,结合了定性研究,文献评论和专家咨询.
- 利用干预映射框架和护理过程来识别护理问题和目标.
- 开发了450种基于证据的护理方法,包括实施方法和IF-THEN规则/算法.
主要成果:
- 确定了138个特定的护理问题,并定义了诊断标准和护理目标.
- 策划了450种基于证据的护理方法,每个方法至少有一个实施策略.
- 实施了两套IF-THEN规则和算法,用于诊断问题并触发护理方法.
结论:
- 智能模型为老年人提供了智能,综合和基于证据的家庭护理方法.
- 该系统的基于规则的决策支持确保了护理的透明度和定制性.
- 这种模式有可能显著提高老年护理服务的质量和效率.
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