Aikaterini Sakagianni

Management of Acute Severe Hyperlipidemic Pancreatitis

A. V. Kyriakidis, Bogdan Raitsiou, Aikaterini Sakagianni et al. · Digestion · 2006 · 110 citations

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 · 106 citations · Full text

Machine Learning, Susceptibility Testing, Disease Classification +24

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 · 63 citations · Full text

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

Integrating Shapley Values into Machine Learning Techniques for Enhanced Predictions of Hospital Admissions

Georgios Feretzakis, Aikaterini Sakagianni, Ioanna Kapogianni et al. · Applied Sciences · 2024 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26