Internet Intervention System for Elderly Hypertensive Patients Based on Hospital Community Family Edge Network and Personal Medical Resources Optimization

Abstra ct In view of the contradiction between the medical service demand of elderly patients with hypertension and the ability of hospital, community and family medical service security, based on the optimization of the hospital community family edge network and personal medical resources, this pap...

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Vydáno v:Journal of medical systems Ročník 44; číslo 5; s. 95
Hlavní autoři: Fanghua, Gong, Sanhui, Tang
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.05.2020
Springer Nature B.V
Témata:
Aged
Algorithms
Disease Management
Distributed Analytics and Deep Learning in Health Care
Early intervention
Family Health
Geriatrics
Health Informatics
Health Sciences
Health services
Hospitals
Hospitals, Community
Humans
Hypertension
Hypertension - diagnosis
Hypertension - therapy
Image & Signal Processing
Internet
Intervention
Medicine
Medicine & Public Health
Older people
Optimization
Patients
Personal Autonomy
Security
Statistics for Life Sciences
Edge networks
Elderly hypertensive patients
Personal medical resources
Optimization
Internet intervention
ISSN:0148-5598, 1573-689X, 1573-689X
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Shrnutí:Abstra ct In view of the contradiction between the medical service demand of elderly patients with hypertension and the ability of hospital, community and family medical service security, based on the optimization of the hospital community family edge network and personal medical resources, this paper designs an Internet intervention system for elderly patients with hypertension. Firstly, based on studying the process and problems of the three-dimensional medical and health management service of hospitals, communities and families, the multi-dimensional medical and health management service edge network is formed with the government and medical structure as the core and the community and family as the edge. Then, since ensuring the distributed balance of the edge network, according to the condition of individual patients, classified guidance is given to guarantee that severe patients and other patients can get timely and effective treatment, while minimizing hospital, community and family medical resources and resource wastage. Secondly, an Internet intervention system for elderly patients with hypertension and marginal network is designed by integrating the context of Internet intervention, multi-dimensional factors and the connotation of different interventions. The experimental results show that the resource optimization algorithm and the Internet intervention system have good performance in the implementation efficiency of the Internet intervention system, the optimization performance of personal medical resources, the multi-level efficiency of hospitals, communities and families, and the experience quality of elderly patients with hypertension.
Bibliografie:ObjectType-Article-1
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ISSN:0148-5598
1573-689X
1573-689X
DOI:10.1007/s10916-020-01554-1