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A review on health system-based surveillance for acute flaccid paralysis: technological advancements, challenges, and outlooks.

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Title: A review on health system-based surveillance for acute flaccid paralysis: technological advancements, challenges, and outlooks.
Authors: Gemechu H; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Biru G; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Gebremeskel E; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Daba Nemomssa H; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Dese K; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Wakjira E; Faculty of Civil and Environmental Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Demlew G; Faculty of Computing and Informatics, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Yohannes D; Faculty of Computing and Informatics, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Lemma Abdi K; Department of Reproductive Health, Faculty of Public Health, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Murad H; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Taye Zewde E; Computer Vision Division, Ethiopian Artificial Intelligence Institute, Addis Ababa, 40782, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Habtamu B; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Tefera M; Center for Public Health Emergency Management (PHEM), Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Alayu M; Center for Public Health Emergency Management (PHEM), Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada., Workneh Gidi N; Department of Pediatrics & Child Health, Jimma Institute of Health, Jimma University, Jimma, 378, Ethiopia., Bisrat F; CORE Group Partners Project, Addis Ababa, 5674, Ethiopia., Tadesse T; CORE Group Partners Project, Addis Ababa, 5674, Ethiopia., Kidanne L; CORE Group Partners Project, Addis Ababa, 5674, Ethiopia., Choe SW; Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea., Kong J; Artificial Intelligence & Mathematical Modeling Lab (AIMMLab), Dalla Lana School of Public Health, University of Toronto, 155 College St Room 500, Toronto, ON, M5T 3M7, Canada. jude.kong@utoronto.ca.; Department of Mathematics, University of Toronto, Bahen Centre for Information Technology, Room 6291, 40 St. George Street, Toronto, ON, M5S 2E4, Canada. jude.kong@utoronto.ca.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada. jude.kong@utoronto.ca.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada. jude.kong@utoronto.ca., Ayana G; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma, 378, Ethiopia. gelan.ayana@ju.edu.et.; Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC), Toronto, Canada. gelan.ayana@ju.edu.et.; Global South Artificial Intelligence for Pandemic and Epidemic Preparedness and Response Network (AI4PEP), Toronto, Canada. gelan.ayana@ju.edu.et.
Source: Journal of health, population, and nutrition [J Health Popul Nutr] 2025 Nov 12; Vol. 44 (1), pp. 396. Date of Electronic Publication: 2025 Nov 12.
Publication Type: Journal Article; Review; Research Support, Non-U.S. Gov't
Journal Info: Publisher: BioMed Central Country of Publication: Bangladesh NLM ID: 100959228 Publication Model: Electronic Cited Medium: Internet ISSN: 2072-1315 (Electronic) Linking ISSN: 16060997 NLM ISO Abbreviation: J Health Popul Nutr Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2072-1315
DOI:10.1186/s41043-025-01115-7