James McNicholas

According to our database, James McNicholas authored at least 4 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Optimizing ICU Care: Machine Learning and PCA for Early Prediction of Renal Replacement Therapy Requirement.

Monira Mahmoud, Mohamed Bader, James McNicholas, Ramazan Esmeli

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Short-Term and Long-Term Readmission Prediction in Uncontrolled Diabetic Patients using Machine Learning Techniques.

Monira Mahmoud, Mohamed Bader, James McNicholas

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2020

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

2017

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