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Integration Framework of Chronic Disease Management System and a Recommender System in the United Arab Emirates
被引:0
|作者:
Ati, Modafar
[1
]
Omar, Wail
[2
]
Hussein, Asmaa S.
[3
]
机构:
[1] Abu Dhabi Univ, Coll Engn, Abu Dhabi, U Arab Emirates
[2] BNR Educ, Edmonton, AB, Canada
[3] Univ Queensland, Sch IT & Elect Engn, Brisbane, Qld 4072, Australia
来源:
关键词:
E-Health;
remote Chronic Disease Diagnosis prediction;
and recommendation;
system;
diabetes medical records;
decision trees;
D O I:
暂无
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
with the ever increase in ICT in the last decade has enabled the advancement in healthcare management systems. Recent development made it possible to remotely monitoring patients as part of attempts to build e-health systems. In this work we are proposing an integration method that combines both an ellealth management system used for diagnosing with a recommender system that provide advice to patients. The work consists of many stages including building a knowledge base system along with capturing physicians' knowledge in diagnosing different cases. This is done in order to build a robust and accurate prediction management system. This system is then integrated with a recommender system that is able to provide an accurate advice to patients. The integrated system is anticipated to provide a 24/7 access to patients as well as reducing the pressure on healthcare providers. The data used to build the system is based on data collected from the GCC region.
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页码:570 / 574
页数:5
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