Evangelos Loupelis

Using Machine Learning Techniques to Aid Empirical Antibiotic Therapy Decisions in the Intensive Care Unit of a General Hospital in Greece

Georgios Feretzakis, Evangelos Loupelis, Aikaterini Sakagianni et al. · Antibiotics · 2020 · 112 citations · Full text

Life Sciences, Infectious Diseases, Microbiology +15

Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy

Georgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis et al. · Healthcare Informatics Research · 2021 · 65 citations · Full text

Computing, Infectious Diseases, Microbiology +17

A 2-Year Single-Centre Audit on Antibiotic Resistance of Pseudomonas aeruginosa, Acinetobacter baumannii and Klebsiella pneumoniae Strains from an Intensive Care Unit and Other Wards in a General Public Hospital in Greece

Georgios Feretzakis, Evangelos Loupelis, Aikaterini Sakagianni et al. · Antibiotics · 2019 · 52 citations · Full text

Life Sciences, Infectious Diseases, Microbiology +17

Using Machine Learning Techniques to Predict Hospital Admission at the Emergency Department

Georgios Feretzakis, George Karlis, Evangelos Loupelis et al. · ˜The œJournal of Critical Care Medicine · 2022 · 35 citations · Full text

Computing, Computer Science, Emergency Medicine +17

Using machine learning techniques to predict antimicrobial resistance in stone disease patients

Lazaros Tzelves, Lazaros Lazarou, Georgios Feretzakis et al. · World Journal of Urology · 2022 · 33 citations

Computing, Health Informatics, Urology +14