Get started
Author

Aikaterini Sakagianni

Observed names: A. Sakagianni, Katerina Sakagianni, Katerina Sakagianni, MD, Sakagianni Aikaterini, Sakagianni Katerina, Sakagianni, Aikaterini
ORCID: 0000-0002-3199-9158
Observed ORCID: 0000-0002-3199-9158
OpenAlex ID: A5086837749
Epidemiology and outcomes of hospital-acquired bloodstream infections in intensive care unit patients: the EUROBACT-2 international cohort study
2023 · Alexis Tabah, Niccolò Buetti, et al. · Intensive Care Medicine · 278
PDF
Using Machine Learning to Predict Antimicrobial Resistance―A Literature Review
2023 · Aikaterini Sakagianni, Christina Koufopoulou, et al. · Antibiotics · 211
PDF
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
Management of Acute Severe Hyperlipidemic Pancreatitis
2006 · A.V. Kyriakidis, B. Raitsiou, et al. · Digestion · 111
Antibiotic Resistance in the Elderly: Mechanisms, Risk Factors, and Solutions
2024 · Nikolaos Theodorakis, Georgios Feretzakis, et al. · Microorganisms · 91
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
Integrating Shapley Values into Machine Learning Techniques for Enhanced Predictions of Hospital Admissions
2024 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Applied Sciences · 57
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
Skin Microbiota: Mediator of Interactions Between Metabolic Disorders and Cutaneous Health and Disease
2025 · Magdalini Kreouzi, Nikolaos Theodorakis, et al. · Microorganisms · 49
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
Setting up an Easy-to-Use Machine Learning Pipeline for Medical Decision Support: A Case Study for COVID-19 Diagnosis Based on Deep Learning with CT Scans
2020 · Sakagianni Aikaterini, Feretzakis Georgios, et al. · Studies in health technology and informatics · 44
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
Data-Driven Approaches in Antimicrobial Resistance: Machine Learning Solutions
2024 · Aikaterini Sakagianni, Christina Koufopoulou, et al. · Antibiotics · 39
PDF
Deep Learning for Melanoma Detection: A Deep Learning Approach to Differentiating Malignant Melanoma from Benign Melanocytic Nevi
2024 · Magdalini Kreouzi, Nikolaos Theodorakis, et al. · Cancers · 34
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
Platypnea-orthodeoxia syndrome related to right hemidiaphragmatic elevation and a ‘stretched’ patent foramen ovale
2012 · Katerina Sakagianni, Despina Evrenoglou, et al. · BMJ Case Reports · 29
PDF
Outcome of acute heroin overdose requiring intensive care unit admission
2011 · Leonidas Grigorakos, MD, PhD, Katerina Sakagianni, MD, et al. · Journal of Opioid Management · 28
Effect of adequacy of empirical antibiotic therapy for hospital-acquired bloodstream infections on intensive care unit patient prognosis: a causal inference approach using data from the Eurobact2 study
2024 · Ambre Loiodice, Sébastien Bailly, et al. · Clinical Microbiology and Infection · 24
PDF
Evaluating the interactions of Medical Doctors with chatbots based on large language models: Insights from a nationwide study in the Greek healthcare sector using ChatGPT
2024 · Loukas Triantafyllopoulos, Georgios Feretzakis, et al. · Computers in Human Behavior · 23
Machine Learning in Medical Triage: A Predictive Model for Emergency Department Disposition
2024 · Georgios Feretzakis, Aikaterini Sakagianni, et al. · Applied Sciences · 23
PDF
Positive communication for decreasing burnout in intensive-care-unit staff: a cluster-randomized trial
2025 · Élie Azoulay, Sheila N. Myatra, et al. · Intensive Care Medicine · 22
PDF
The Synergy of Machine Learning and Epidemiology in Addressing Carbapenem Resistance: A Comprehensive Review
2024 · Aikaterini Sakagianni, Christina Koufopoulou, et al. · Antibiotics · 19
PDF
The role of centre and country factors on process and outcome indicators in critically ill patients with hospital-acquired bloodstream infections
2024 · Niccolò Buetti, Alexis Tabah, et al. · Intensive Care Medicine · 19
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
The smarty4covid dataset and knowledge base as a framework for interpretable physiological audio data analysis
2023 · Konstantia Zarkogianni, Edmund Dervakos, et al. · Scientific Data · 15
PDF
Works count: 66
Citation count: 1,641
H-index: 21
I10-index: 30
Year
Topic
Type