Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms
Joint Authors
Li, Dingkun
Park, Hyun Woo
Batbaatar, Erdenebileg
Munkhdalai, Lkhagvadorj
Musa, Ibrahim
Li, Meijing
Ryu, Keun Ho
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-29
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Hadoop is a globally famous framework for big data processing.
Data mining (DM) is the key technique for the discovery of the useful information from massive datasets.
In our work, we take advantage of both platforms to design a real-time and intelligent mobile health-care system for chronic disease detection based on IoT device data, government-provided public data and user input data.
The purpose of our work is the provision of a practical assistant system for self-based patient health care, as well as the design of a complementary system for patient disease diagnosis.
This system was only applied to hypertensive disease during the first research stage.
Nevertheless, a detailed design, an implementation, a clear overview of the whole system, and a significant guide for further work are provided; the entire step-by-step procedure is depicted.
The experiment results show a relatively high accuracy.
American Psychological Association (APA)
Li, Dingkun& Park, Hyun Woo& Batbaatar, Erdenebileg& Munkhdalai, Lkhagvadorj& Musa, Ibrahim& Li, Meijing…[et al.]. 2018. Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. Journal of Sensors،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1201070
Modern Language Association (MLA)
Li, Dingkun…[et al.]. Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. Journal of Sensors No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1201070
American Medical Association (AMA)
Li, Dingkun& Park, Hyun Woo& Batbaatar, Erdenebileg& Munkhdalai, Lkhagvadorj& Musa, Ibrahim& Li, Meijing…[et al.]. Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. Journal of Sensors. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1201070
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1201070