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Review Open access Aug 2026

Development and Validation of Interpretable Machine Learning Models for Early Prediction of Low Birth Weight in Ethiopia: A Secondary Analysis of the Ethiopian Demographic and Health Survey

Background: Low birth weight remains a primary driver of neonatal and infant mortality in Ethiopia. Machine learning models can assist early risk identification, yet clinical adoption is often limited by black box algorithms and late pregnancy predictor variables. This study aimed to develop and validate interpretable...

A. M. Gebiru, S. Gebeyehu, S. Mihret et al. · 0 citations
Review Open access Aug 2026

Individual and Community-Level Determinants of Hypertension among Overweight and Obese Adults in Ethiopia: A Multilevel Analysis of Demographic and Health Survey Data

Abstract Background: Sub Saharan Africa is experiencing an accelerating epidemiological transition characterized by a growing burden of non-communicable diseases. Although excess body weight is an established risk factor for cardiovascular disease significant variations in hypertension status exist among overweight and...

A. M. Gebiru, G. Nigate, N. B. Gelaw et al. · 0 citations

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