Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach. - Aya Awad; Mohamed Bader-El-Den; James McNicholas; Jim S. Briggs (Int. J. Medical Informatics, 2017)

Predicting hospital mortality for intensive care unit patients: Time-series analysis. - Aya Awad; Mohamed Bader-El-Den; James McNicholas; Jim S. Briggs; Yasser El-Sonbaty (Health Informatics J., 2020)

Short-Term and Long-Term Readmission Prediction in Uncontrolled Diabetic Patients using Machine Learning Techniques. - Monira Mahmoud; Mohamed Bader; James McNicholas (HEALTHINF, 2023)

Optimizing ICU Care: Machine Learning and PCA for Early Prediction of Renal Replacement Therapy Requirement. - Monira Mahmoud; Mohamed Bader; James McNicholas; Ramazan Esmeli (MIE, 2024)