Get started
Author

Stavroula Petropoulou

Observed names: Petropoulou Stavroula, S. Petropoulou, Πετροπούλου, Σταυρούλα
Observed institution: Sismanoglio General Hospital
ORCID: 0000-0002-5729-3540
Observed ORCID: 0000-0002-5729-3540
OpenAlex ID: A5085730559
Using Machine Learning Techniques to Aid Empirical Antibiotic Therapy Decisions in the Intensive Care Unit of a General Hospital in Greece
2020 · Georgios Feretzakis, Evangelos Loupelis, et al. · Antibiotics · 122
PDF
Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy
2021 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Healthcare Informatics Research · 72
PDF
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
2019 · Georgios Feretzakis, Evangelos Loupelis, et al. · Antibiotics · 55
PDF
Using Machine Learning Techniques to Predict Hospital Admission at the Emergency Department
2022 · Georgios Feretzakis, George Karlis, et al. · The Journal of Critical Care Medicine · 45
PDF
Using Machine Learning to Predict Antimicrobial Resistance of Acinetobacter Baumannii, Klebsiella Pneumoniae and Pseudomonas Aeruginosa Strains
2021 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Studies in health technology and informatics · 40
PDF
Using Machine Learning Algorithms to Predict Antimicrobial Resistance and Assist Empirical Treatment
2020 · Feretzakis Georgios, Loupelis Evangelos, et al. · Studies in health technology and informatics · 31
Using Machine Learning for Predicting the Hospitalization of Emergency Department Patients
2022 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Studies in health technology and informatics · 16
PDF
Exploratory Clustering for Emergency Department Patients
2022 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Studies in health technology and informatics · 6
PDF
Prediction of Hospitalization Using Machine Learning for Emergency Department Patients
2022 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Studies in health technology and informatics · 6
PDF
Using Microbiological Data Analysis to Tackle Antibiotic Resistance of Klebsiella Pneumoniae
2019 · Feretzakis Georgios, Loupelis Evangelos, et al. · Studies in health technology and informatics · 5
Analyzing Acute Care Surgery Patient Flow in the Emergency Department During COVID-19 Pandemic
2021 · Georgios Feretzakis, Georgios Karlis, et al. · Studies in health technology and informatics · 1
PDF
Using machine learning models to predict antimicrobial resistance and assist urologists in decision-making regarding empirical antibiotic treatment
2021 · L. Tzelves, G. Feretzakis, et al. · European Urology
Στρατηγικός σχεδιασμός του επιμελητηρίου Αρκαδίας
2020 · Πετροπούλου, Σταυρούλα · University of Peloponnese
Works count: 13
Citation count: 399
H-index: 7
I10-index: 7
Year
Topic
Type