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

المؤلفون المشاركون

khan, Z. Faizal
Alotaibi, Sultan Refa

المصدر

Journal of Healthcare Engineering

العدد

المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-15، 15ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2020-09-01

دولة النشر

مصر

عدد الصفحات

15

التخصصات الرئيسية

الصحة العامة
الطب البشري

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1186658