Research

Machine Learning Approaches for Neonatal AKI Mortality Prediction

Journal of Maternal-Fetal & Neonatal Medicine · 2026

Developed ensemble ML models for neonatal acute kidney injury mortality risk prediction using clinical indicators. Addressed severe class imbalance through specialized evaluation frameworks and feature engineering. Prioritized model interpretability for clinical adoption.