The role of machine learning in infectious disease early detection and prediction in the MENA region: A systematic review

The role of machine learning in infectious disease early detection and prediction in the MENA region: A systematic review

This systematic review analyzes the implementation and effectiveness of machine learning (ML) approaches for infectious disease surveillance and prediction across the Middle East and North Africa (MENA) region. Adhering to PRISMA guidelines, studies published between 2016 and 2024 were examined to a...

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Bibliographic Details
Main Authors: Radwan Qasrawi, Ghada Issa, Suliman Thwib, Razan AbuGhoush, Malak Amro, Raghad Ayyad, Stephanny Vicuna, Eman Badran, Yousef Khader, Raeda Al Qutob, Faris Al Bakri, Hana Trigui, Elie Sokhn, Emmanuel Musa, Jude Dzevela Kong
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Artificial intelligence (AI)
Machine learning (ML)
infectious diseases
Early detection
Outbreak prediction
Medical imaging
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914825000395
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