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A Fuzzy Temporal Rule-based System for handling the Nursing Process on mobile devices

机译:基于模糊时间规则的移动设备护理流程系统

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摘要

Nowadays, mobile devices offer new methods to retrieve information everywhere. In the nursing area, this technology is highly suitable due to the ubiquity in this profession. In this paper, we present a new version of Medea, a mobile system that provides storing the evolution of patients from handheld devices using the nursing viewpoint. Medea is relied on the Need Theory of Virginia Henderson, as patient valuation model, and the nursing taxonomies of NANDA, NIC and NOC, as patient care plan. In addition, the vital signs of patients have been integrated in the mobile application. The main complementary innovation of Medea is an expert system based on fuzzy temporal rules, which suggests diagnoses, interventions and outcomes from the patient valuation and the vital signs. This model takes into account the importance of the data and temporal dimension in the patient symptoms. Furthermore, the complexity of the nursing domain has been synthesized in a few concepts, which make possible the creation of rules in an easy way.
机译:如今,移动设备提供了在任何地方检索信息的新方法。在护理领域,由于该行业无处不在,因此该技术非常适合。在本文中,我们介绍了Medea的新版本,该系统是一种移动系统,可以使用护理角度从手持设备存储患者的病历。 Medea依靠Virginia Henderson的需求理论作为患者评估模型,并以NANDA,NIC和NOC的护理分类作为患者护理计划。此外,患者的生命体征已集成到移动应用程序中。美狄亚的主要补充创新是基于模糊时间规则的专家系统,该系统根据患者的病情和生命体征提示诊断,干预措施和结果。该模型考虑了患者症状中数据和时间维度的重要性。此外,护理领域的复杂性已经在几个概念中综合了起来,这使得以简单的方式创建规则成为可能。

著录项

  • 来源
    《Expert systems with applications》 |2012年第12期|p.10479-10488|共10页
  • 作者单位

    School of Computer Science, University of Granada, Department of Computer Science and Artificial Intelligent, C/Periodista Daniel Saucedo Aranda s, E-18071 Cranada, Spain;

    School of Computer Science, University of Granada, Department of Computer Science and Artificial Intelligent, C/Periodista Daniel Saucedo Aranda s, E-18071 Cranada, Spain;

    School of Computer Science, University of Granada, Department of Computer Science and Artificial Intelligent, C/Periodista Daniel Saucedo Aranda s, E-18071 Cranada, Spain;

    School of Computer Science, University of Granada, Department of Computer Science and Artificial Intelligent, C/Periodista Daniel Saucedo Aranda s, E-18071 Cranada, Spain;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    nursing theory; ubiquitous computing; fuzzy controller; fuzzy temporal rules;

    机译:护理理论普适计算;模糊控制器模糊时间规则;

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