Applications of Artificial Intelligence and Big Data Analytics in m-Health: A Healthcare System Perspective

Joint Authors

khan, Z. Faizal
Alotaibi, Sultan Refa

Source

Journal of Healthcare Engineering

Issue

Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2020-09-01

Country of Publication

Egypt

No. of Pages

15

Main Subjects

Public Health
Medicine

Abstract EN

Mobile health (m-health) is the term of monitoring the health using mobile phones and patient monitoring devices etc.

It has been often deemed as the substantial breakthrough in technology in this modern era.

Recently, artificial intelligence (AI) and big data analytics have been applied within the m-health for providing an effective healthcare system.

Various types of data such as electronic health records (EHRs), medical images, and complicated text which are diversified, poorly interpreted, and extensively unorganized have been used in the modern medical research.

This is an important reason for the cause of various unorganized and unstructured datasets due to emergence of mobile applications along with the healthcare systems.

In this paper, a systematic review is carried out on application of AI and the big data analytics to improve the m-health system.

Various AI-based algorithms and frameworks of big data with respect to the source of data, techniques used, and the area of application are also discussed.

This paper explores the applications of AI and big data analytics for providing insights to the users and enabling them to plan, using the resources especially for the specific challenges in m-health, and proposes a model based on the AI and big data analytics for m-health.

Findings of this paper will guide the development of techniques using the combination of AI and the big data as source for handling m-health data more effectively.

American Psychological Association (APA)

khan, Z. Faizal& Alotaibi, Sultan Refa. 2020. Applications of Artificial Intelligence and Big Data Analytics in m-Health: A Healthcare System Perspective. Journal of Healthcare Engineering،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1186658

Modern Language Association (MLA)

khan, Z. Faizal& Alotaibi, Sultan Refa. Applications of Artificial Intelligence and Big Data Analytics in m-Health: A Healthcare System Perspective. Journal of Healthcare Engineering No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1186658

American Medical Association (AMA)

khan, Z. Faizal& Alotaibi, Sultan Refa. Applications of Artificial Intelligence and Big Data Analytics in m-Health: A Healthcare System Perspective. Journal of Healthcare Engineering. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1186658

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1186658