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Simachew Getaneh Endalamew on Muck Rack

Simachew Getaneh Endalamew

As seen in: Nature, PLOS
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Articles

Deployment of a machine learning-based predictive system for childhood diarrhea in Sub-Saharan Africa

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By Eliyas Addisu Taye, Halima Ayalew Kebede, Simachew Getaneh Endalamew, Solomon Assefa, Belayneh Abate, Dejen Kahsay Asgedom, Endalew Minwuye Andargie, Eyob Akalewold Alemu, Helen Brhan Alemaw, Sofiya Ayalew Kebede, Adem Tsegaw Zegeye
| Nature Verified
Abstract Diarrhea remains a leading cause of child mortality in Sub-Saharan Africa, necessitating advanced predictive tools for early intervention. Despite the growing adoption of machine learning in healthcare, gaps persist in deploying models as scalable, real-world solutions. This study developed an end-to-end machine learning framework to predict diarrhea among children under five in SSA, integrating rigorous model development with Flask-based deployment for practical use.
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Prevalence and risk factors of sheep and goats fasciolosis in Ethiopia: A systematic review and meta-analysis

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By Bahir Dar, Andnet Yirga Assefa, Simachew Getaneh Endalamew, Alebachew Tilahun Wassie
| PLOS
Loading metrics Open Access Peer-reviewed Research Article ? This is an uncorrected proof. Citation: Endalamew SG, Wassie AT, Assefa AY, Ambaw YG, Ayalew SM, Assefa SK (2025) Prevalence and risk factors of sheep and goats fasciolosis in Ethiopia: A systematic review and meta-analysis. PLoS Negl Trop Dis 19(8): e0013074.
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