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Author

Tirualem Zeleke Yehuala

2 papers indexed here

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Review Open access Sep 2026

Explainable machine learning for predicting preterm birth and associated factors in Sub Saharan Africa

Preterm birth remains a leading contributor to neonatal mortality and long-term morbidity worldwide, with Sub-Saharan Africa bearing a disproportionate share of the burden. Structural inequities, limited maternal healthcare access, and socioeconomic vulnerabilities are associated with higher model-predicted probability...

Makda Fekadie Tewelgne, Tirualem Zeleke Yehuala, Mekuriaw Nibret Aweke et al. · 0 citations
Review Open access Aug 2026

Explainable machine learning for predicting childhood anemia in Sub-Saharan Africa using population-based DHS Data (2016–2024)

Childhood anemia remains a major public health challenge in Sub-Saharan Africa, adversely affecting physical growth, cognitive development, and child survival. The pooled prevalence across 26 countries exceeds 60%, underscoring the need for accurate and scalable prediction tools to support targeted interventions.This s...

Andualem Enyew Gedefaw, Amanuel Worku, Abraham Keffale Mengistu et al. · 0 citations

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