A proposed framework to enhance healthcare systems utilizing data analytics for intelligent decision support systems
Joint Authors
al-Hadi, Muhammad Muhammad
Bidir, Asad al-Sadany
Source
Egyptian Information Magazine Compunet
Issue
Vol. 2017, Issue 20 (31 Dec. 2017), pp.15-19, 5 p.
Publisher
Egyptian Association For Information System and Computer Technology
Publication Date
2017-12-31
Country of Publication
Egypt
No. of Pages
5
Main Subjects
Information Technology and Computer Science
Topics
- Artificial intelligence
- Information systems
- Machine learning
- Medical care
- Decision making
- Statistics
- Data analysis
- Decision support systems
- Statistical methods
- Data mining
- Big data
Abstract EN
The healthcare system has generated large amount of data (Big Data) generated from electronic record.
To improve the quality of healthcare, it's necessary that large volume of data generated should be analyzed effectively to answer new challenges.
But dealing with this huge amount of data required Analytical embrace ideas that go beyond the Traditional statistical methods already in use in the Egyptian context.
Big data analytics helps in discovering valuable decisions by understanding the data patterns and the relationship between them with the help of machine learning algorithms, Data Mining and Artificial Intelligence.
It requires a technology that helps to perform a real time analysis on the enormous data set, which is not utilized in the Egyptian health care information system.
Modern analytics of the Egyptian health care system is still missing to help national decision making.
Utilizing advanced data analytics for improving Egyptian health care policies and decision making.
This research proposed big data analytics framework applied on the healthcare system to get the greatest value from their data and information by using hadoop map/reduce framework.
American Psychological Association (APA)
Bidir, Asad al-Sadany& al-Hadi, Muhammad Muhammad. 2017. A proposed framework to enhance healthcare systems utilizing data analytics for intelligent decision support systems. Egyptian Information Magazine Compunet،Vol. 2017, no. 20, pp.15-19.
https://search.emarefa.net/detail/BIM-1220311
Modern Language Association (MLA)
Bidir, Asad al-Sadany& al-Hadi, Muhammad Muhammad. A proposed framework to enhance healthcare systems utilizing data analytics for intelligent decision support systems. Egyptian Information Magazine Compunet No. 20 (Dec. 2017), pp.15-19.
https://search.emarefa.net/detail/BIM-1220311
American Medical Association (AMA)
Bidir, Asad al-Sadany& al-Hadi, Muhammad Muhammad. A proposed framework to enhance healthcare systems utilizing data analytics for intelligent decision support systems. Egyptian Information Magazine Compunet. 2017. Vol. 2017, no. 20, pp.15-19.
https://search.emarefa.net/detail/BIM-1220311
Data Type
Journal Articles
Language
English
Notes
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Record ID
BIM-1220311