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The Moroccan Health Data Bank: A Proposal for a National Electronic Health System Based on Big Data | ||
| Journal of Information Technology Management | ||
| دوره 16، شماره 1، 2024، صفحه 79-97 اصل مقاله (1.49 M) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22059/jitm.2024.96376 | ||
| نویسندگان | ||
| Houssam Benbrahim* 1؛ Hanaa Hachimi2؛ Aouatif Amine1 | ||
| 1Engineering Sciences Laboratory, National School of Applied Sciences, Ibn Tofail University, Kenitra, Morocco. | ||
| 2Advanced Systems Engineering Laboratory, National School of Applied Sciences, Ibn Tofail University, Kenitra, Morocco. | ||
| چکیده | ||
| This work serves to propose a national electronic health system based on the Big Data approach. First of all, we assessed the practice of health information systems (HIS) in Morocco and their obstacles. We performed a survey that was founded on 24 questions to specify the necessary details on this topic. This study shows that there is a primary need for the establishment of an HIS that facilitates the control, analysis, and management of health data in Morocco. For this reason, we have proposed the implementation of the Moroccan Health Data Bank (MHDB). This system will be based on powerful big data technologies that save, manage, and process health data with greater efficiency. The information present in this proposed system can provide the necessary resources for several actors to exploit this wealth, which is embodied in this massive data. We have developed a general description of the MHDB, its components, its conceptual architecture, and an example of a use case. | ||
| کلیدواژهها | ||
| National Electronic Health System؛ Big Data؛ Health Information System؛ Survey؛ Moroccan Health Data Bank؛ MHDB | ||
| مراجع | ||
|
Aaviksoo, A. & Saluse, J. (2010). National Health Information System-Follow up. Tallinn: PRAXIS Center for Policy Studies.
Ahmed, S. T.; Kumar, V. V.; Singh, K. K.; Singh, A.; Muthukumaran, V. & Gupta, D. (2022). 6G enabled federated learning for secure IoMT resource recommendation and propagation analysis. Computers and Electrical Engineering, 102, 108210.
Al-Aswad, A. M.; Brownsell, S.; Palmer, R. & Nichol, J. P. (2013). A review paper of the current status of electronic health records adoption worldwide: the gap between developed and developing countries. Journal of Health Informatics in Developing Countries, 7(2).
Anuradha, J. (2015). A brief introduction on Big Data 5Vs characteristics and Hadoop technology. Procedia computer science, 48, 319-324.
Benbrahim, H.; Hachimi, H. & Amine, A. (2018). Moroccan Electronic Health Record System. Proceedings of the International Conference on Industrial Engineering and Operations Management Paris, France.
Benbrahim, H.; Hachimi, H. & Amine, A. (2019). Survey on the Use of Health Information Systems in Morocco: Current Situation, Obstacles and Proposed Solutions. In Advanced Intelligent Systems for Sustainable Development (AI2SD’2018) 4: Advanced Intelligent Systems Applied to Health (pp. 197-204). Springer International Publishing.
Berraho, M.; Begdouri, A.; Elrhazi, K.; Elfakir, S.; Boumane, A.; Talbi, A. & Nejjari, C. (2006, September). Projet de mise en place d’un Système d’Information Hospitalier au nouveau CHU de Fès (Maroc). In Quatrième conférence francophone en gestion GISEH–Luxembourg, du (13).
Bouhriz, N.; Benabbou, F. & Benlahmer, H. (2015). Text conceptsextraction based on arabic wordnet and formal concept analysis. International Journal of Computer Applications, 111(16), 30-34.
Centre Hospitalo-Universitaire IbnSina. (2016). Lancement du projet de mise en place du Système d’Information Hospitalier (SIH) du Centre Hospitalo-Universitaire Ibn Sina.
Dyb, K. & Warth, L. L. (2018). The Norwegian National Summary Care Record: a qualitative analysis of doctors’ uses of and trust in shared patient information. BMC health services research, 18(1), 1-10.
Gantz, J. & Reinsel, D. (2011). Extracting value from chaos. IDC iview, 1142(2011), 1-12.
Hassan, M. K.; El Desouky, A. I.; Elghamrawy, S. M. & Sarhan, A. M. (2019). Big data challenges and opportunities in healthcare informatics and smart hospitals. Security in smart cities: Models, applications, and challenges, 3-26.
Kumar, S. S.; Ahmed, S. T.; Xin, Q.; Sandeep, S.; Madheswaran, M. & Basha, S. M. (2022). Unstructured Oncological Image Cluster Identification Using Improved Unsupervised Clustering Techniques. Computers, Materials & Continua, 72(1).
Laney, D. (2001). 3D data management: Controlling data volume, velocity and variety. META group research note, 6(70), 1.
LK, S. S.; Ahmed, S. T.; Anitha, K. & Pushpa, M. K. (2021, November). COVID-19 outbreak based coronary heart diseases (CHD) prediction using SVM and risk factor validation. In 2021 Innovations in Power and Advanced Computing Technologies (i-PACT) (pp. 1-5). IEEE.
Louardi, E. H. (2012). Stratégie sectorielle 2012-2016 Ministère de la santé. Maroc Mars, 71–75.
Makhloufi, I.; Saadi, J.; Artiba, A.; El Hiki, L. & El Hassani, A. (2009). Système d’information hospitalier de l’Hôpital Cheikh Zaid: État des lieux et schéma directeur d’urbanisation. In Conférence Internationale de conception et production intégrées CPI.
Muni Kumar, N. & Manjula, R. (2014). Role of Big data analytics in rural health care-A step towards svasth bharath. International Journal of Computer Science and Information Technologies, 5(6), 7172-7178.
Muttitt, S.; McKinnon, S. & Rainey, S. (2012). Singapore’s National Electronic Health Record (NEHR): The Journey to 2012 and Beyond. Presentation, Singapore.
Sagiroglu, S. & Sinanc, D. (2013, May). Big data: A review. In 2013 international conference on collaboration technologies and systems (CTS) (pp. 42-47). IEEE.
Takian, A.; Sheikh, A. & Barber, N. (2012). We are bitter, but we are better off: case study of the implementation of an electronic health record system into a mental health hospital in England. BMC health services research, 12(1), 1-13.
World Health Organization. (2016). Atlas of EHealth Country Profiles: The Use of EHealth in Support of Universal Health Coverage: Based on the Findings of the Third Global Survery on EHealth 2015 (Vol. 3). World Health Organization.
Xu, J.; Gao, X.; Sorwar, G. & Croll, P. (2014). Current status, challenges, and outlook of E-Health record systems in Australia. In Knowledge Engineering and Management: Proceedings of the Seventh International Conference on Intelligent Systems and Knowledge Engineering, Beijing, China, Dec 2012 (ISKE 2012) (pp. 683-692). Springer Berlin Heidelberg. | ||
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