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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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  Label: Title
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  Data: A review on health system-based surveillance for acute flaccid paralysis: technological advancements, challenges, and outlooks.
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  Data: <searchLink fieldCode="AU" term="%22Gemechu+H%22">Gemechu H</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Biru+G%22">Biru G</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Gebremeskel+E%22">Gebremeskel E</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Daba+Nemomssa+H%22">Daba Nemomssa H</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Dese+K%22">Dese K</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wakjira+E%22">Wakjira E</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Demlew+G%22">Demlew G</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yohannes+D%22">Yohannes D</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Lemma+Abdi+K%22">Lemma Abdi K</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Murad+H%22">Murad H</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Taye+Zewde+E%22">Taye Zewde E</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Habtamu+B%22">Habtamu B</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Tefera+M%22">Tefera M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Alayu+M%22">Alayu M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Workneh+Gidi+N%22">Workneh Gidi N</searchLink>; Department of Pediatrics & Child Health, Jimma Institute of Health, Jimma University, Jimma, 378, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Bisrat+F%22">Bisrat F</searchLink>; CORE Group Partners Project, Addis Ababa, 5674, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Tadesse+T%22">Tadesse T</searchLink>; CORE Group Partners Project, Addis Ababa, 5674, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Kidanne+L%22">Kidanne L</searchLink>; CORE Group Partners Project, Addis Ababa, 5674, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Choe+SW%22">Choe SW</searchLink>; Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea.<br /><searchLink fieldCode="AU" term="%22Kong+J%22">Kong J</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ayana+G%22">Ayana G</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22100959228%22">Journal of health, population, and nutrition</searchLink> [J Health Popul Nutr] 2025 Nov 12; Vol. 44 (1), pp. 396. <i>Date of Electronic Publication: </i>2025 Nov 12.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>Bangladesh <i>NLM ID: </i>100959228 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2072-1315 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216060997%22">16060997 </searchLink><i>NLM ISO Abbreviation: </i>J Health Popul Nutr <i>Subsets: </i>MEDLINE
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