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.
机构:
Amer Univ Sharjah, Dept Biol Chem & Environm Sci, POB 26666, Sharjah, U Arab EmiratesAmer Univ Sharjah, Dept Ind Engn, POB 26666, Sharjah, U Arab Emirates
机构:
United Arab Emirates Univ, Fac Med & Hlth Sci, Dept Community Med, POB 17666, Al Ain, U Arab EmiratesUnited Arab Emirates Univ, Fac Med & Hlth Sci, Dept Community Med, POB 17666, Al Ain, U Arab Emirates
Blair, Iain
Sharif, Amer Ahmad
论文数: 0引用数: 0
h-index: 0
机构:
United Arab Emirates Univ, Fac Med & Hlth Sci, Dept Community Med, POB 17666, Al Ain, U Arab EmiratesUnited Arab Emirates Univ, Fac Med & Hlth Sci, Dept Community Med, POB 17666, Al Ain, U Arab Emirates
机构:
United Arab Emirates Univ, Coll Food & Agr, Dept Vet Med, POB 1555, Al Ain, U Arab Emirates
Murdoch Univ, Coll Sci Hlth Engn & Educ, Sch Vet Med, Perth, WA 6150, AustraliaUnited Arab Emirates Univ, Coll Food & Agr, Dept Vet Med, POB 1555, Al Ain, U Arab Emirates
Habib, Ihab
Alshehhi, Zainab
论文数: 0引用数: 0
h-index: 0
机构:
United Arab Emirates Univ, Coll Food & Agr, Dept Vet Med, POB 1555, Al Ain, U Arab EmiratesUnited Arab Emirates Univ, Coll Food & Agr, Dept Vet Med, POB 1555, Al Ain, U Arab Emirates