Open access Jurnal SINTA 1
Big data analytics and internet of things for personalised healthcare: opportunities and challenges
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 13 No. 4 (2023)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2023-08-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
With the increasing use of technologies and digitally driven healthcare systems worldwide, there will be several opportunities for the use of big data in personalized healthcare. In addition, With the advancements and availability of internet of things (IoT) based point-of-care (POC) technologies, big data analytics and artificial intelligence (AI) can provide useful methods and solutions in monitoring, diagnosis, and self-management of health issues for a better personalized healthcare. In this paper, we identify the current personalized healthcare trends and challenges. Then, propose an architecture to support big data analytics using POC test results of an individual. The proposed architecture can facilitate an integrated and self-managed healthcare as well as remote patient care by adapting three popular machine learning algorithms to leverage the current trends in IoT, big data infrastructures and data analytics for advancing personalized healthcare of the future.
Collaboration network of the authors
19 authors · 54 co-authorship links · 45 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Melbourne Polytechnic
- University of Dubai
- King Saud University
- Zayed University
- Al-Balqa Applied University
- Auckland University of Technology
- Defence Academy of the United Kingdom
- Other organisations
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Jamal Nazzal Al-Karaki | Zayed University | 5 |
| Ali Alwadi | Auckland University of Technology | 3 |
| Paul D. Yoo | Defence Academy of the United Kingdom | 3 |
| Jalal F. Al-Muhtadi | King Saud University | 1 |
| Abeer Mahmood Hassan | King Saud University | 1 |
| Kashif Saleem | King Saud University | 1 |
| Joel J. P. C. Rodrigues | China University of Petroleum, Beijing | 1 |
| Ammar Almomani | Al-Balqa Applied University | 1 |
| Ashraf S. Mashaleh | Al-Balqa Applied University | 1 |
| Noor Farizah Ibrahim | Universiti Sains Malaysia | 1 |
| Mohammad Alauthman | Petra University | 1 |
| Shadi Atalla | University of Dubai | 1 |
| Ahmed Awad | British University in Dubai | 1 |
| Natnael Zerai Teklesenbet | Zayed University | 1 |
| Kabossa A.B. Msimangira | Melbourne Polytechnic | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.