Debre Berhan University

Imbalance-aware explainable machine learning for concurrent child undernutrition modeling

Abstract Child undernutrition remains a significant public-health issue in Ethiopia, shaped by socioeconomic, environmental, and health-related factors. This study develops a machine-learning (ML) classification model that accounts for concurrent nutritional outcomes in male and...

Prevalence of hypocalcemia in neonates receiving phototherapy: a systematic review and meta-analysis

Although phototherapy is the standard treatment for neonatal hyperbilirubinemia, its adverse effects cause electrolyte disturbances. Aggregated evidence regarding the prevalence of phototherapy-induced hypocalcemia remains inconsistent across studies. Therefore, this systematic r...