An Integrated Healthcare System for Personalized Chronic Disease Care in Home-Hospital Environments
An Integrated Healthcare System for Personalized Chronic Disease Care in Home-Hospital Environments
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DOI：
10.1109/titb.2012.2190989
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发表时间：
2012-07-01
影响因子：
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通讯作者：
Peng, Limei
中科院分区：
文献类型：
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作者：
Jeong, Sangjin;Youn, Chan-Hyun;Peng, Limei
面对慢性病护理领域日益增长的需求和挑战，人们对能够随时随地提取和处理患者数据的医疗保健系统进行了各种研究。慢性病是长期性疾病，需要对患者诊断信息进行实时监测、多维度定量分析、分类的过程。慢性病医疗保健系统的特点是根据目标环境提供医院和家庭服务。这两种服务的基本目的都是通过多种监测手段监测患者的多种身体状态，为患者提供准确的疾病诊断，但家庭和医院环境存在差异，需要考虑不同的特点，以便为患者，特别是慢性病患者提供更准确的诊断。在本文中，我们提出了一种有效识别和分类慢性病的患者状态分类方法，并证明了该方法的有效性。此外，我们提出了一种新的医疗保健系统架构，该架构集成了家庭和医院环境，并使用实际目标服务讨论了该架构的适用性。
Facing the increasing demands and challenges in the area of chronic disease care, various studies on the healthcare system which can, whenever and wherever, extract and process patient data have been conducted. Chronic diseases are the long-term diseases and require the processes of the real-time monitoring, multidimensional quantitative analysis, and the classification of patients' diagnostic information. A healthcare system for chronic diseases is characterized as an at-hospital and at-home service according to a targeted environment. Both services basically aim to provide patients with accurate diagnoses of disease by monitoring a variety of physical states with a number of monitoring methods, but there are differences between home and hospital environments, and the different characteristics should be considered in order to provide more accurate diagnoses for patients, especially, patients having chronic diseases. In this paper, we propose a patient status classification method for effectively identifying and classifying chronic diseases and show the validity of the proposed method. Furthermore, we present a new healthcare system architecture that integrates the at-home and at-hospital environment and discuss the applicability of the architecture using practical target services.