Halima Ayalew Kebede

Abstract The low uptake of postpartum family planning contributes to around 80 million unplanned pregnancies globally each year. Despite the postpartum period being crucial for preventing unintended pregnancies, modern contraceptive use remains low in Sub-Saharan Africa, with notable regional differences.

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.

Abstract Refractive error is the leading cause of correctable visual impairment and preventable blindness worldwide. It is a growing public health concern, particularly among the younger population, including medical students, who represent a vital future workforce for developing countries like Ethiopia. Poor ocular health can negatively impact academic performance, productivity, and overall quality of life, further contributing to the economic burden.