Vasileios Georgakis

Data-Driven Prediction of Hospital-Acquired Infections in Greek ICUs: Comparative Analysis of Machine Learning and Traditional Techniques

Hospital-acquired infections (HAIs) constitute a critical challenge in intensive care units (ICUs). In Greece, data limitations due to incomplete electronic record implementation hinder advanced risk management. This study aims to compare the predictive performance of machine learning algorithms versus traditional tech...