Universiti Teknologi Malaysia Institutional Repository

Review on data analytics framework in heart disease

Magalingam, Pritheega and Ibrahim, Roslina and Krishnan, Surenthiran (2018) Review on data analytics framework in heart disease. Open International Journal of Informatics (OIJI), 6 (4). pp. 42-53. ISSN 2289-2370

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The main purpose of this paper is to provide a thorough analysis of various approaches that have been conducted for big data analytics in healthcare. This paper reviews different analytics techniques that available for big data analytics in the health informatics field especially in heart disease. The predictive analytics techniques in heart disease techniques are discussed. Besides, it also outlines the advantages and drawbacks of each ideas of the data analytics and the associated techniques. In addition, critical analysis across the available researches and a detailed description of data analytics in healthcare area are also discussed along with their strengths and drawbacks. The essential characteristics of big data analytics that described in this paper can benefit the researchers in their analytics process of healthcare. This paper proposed the criterias of comprehensive analysis on big data processing in heart disease that will promise to influence and provide a good approach to analyze data properly in order to assist all the stakeholders in the healthcare.

Item Type:Article
Uncontrolled Keywords:big data, big data analytics
Subjects:T Technology > T Technology (General)
Divisions:Razak School of Engineering and Advanced Technology
ID Code:82182
Deposited By: Siti Nor Hashidah Zakaria
Deposited On:30 Sep 2019 09:00
Last Modified:07 Nov 2019 03:30

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