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Georgios Feretzakis
Georgios Feretzakis
Adjunct Faculty & Researcher at School of Science and Technology, Hellenic Open University
Verified email at ac.eap.gr
Title
Cited by
Cited by
Year
Using machine learning techniques to aid empirical antibiotic therapy decisions in the intensive care unit of a general hospital in Greece
G Feretzakis, E Loupelis, A Sakagianni, D Kalles, M Martsoukou, M Lada, ...
Antibiotics 9 (2), 50, 2020
892020
Using Machine Learning to Predict Antimicrobial Resistance―A Literature Review
A Sakagianni, C Koufopoulou, G Feretzakis, D Kalles, VS Verykios, ...
Antibiotics 12 (3), 452, 2023
612023
Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy
G Feretzakis, A Sakagianni, E Loupelis, D Kalles, N Skarmoutsou, ...
Healthcare Informatics Research 27 (3), 214-221, 2021
602021
A 2-Year Single-Centre Audit on Antibiotic Resistance of Pseudomonas aeruginosa, Acinetobacter baumannii and Klebsiella pneumoniae Strains from an …
G Feretzakis, E Loupelis, A Sakagianni, N Skarmoutsou, S Michelidou, ...
Antibiotics 8 (2), 62, 2019
592019
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. Importance Health Inform
A Sakagianni, G Feretzakis, D Kalles, C Koufopoulou, V Kaldis
Public Health Dur. Pandemic 272, 13, 2020
552020
Using Machine Learning to Predict Antimicrobial Resistance of Acinetobacter baumannii, Klebsiella pneumoniae and Pseudomonas aeruginosa Strains
G Feretzakis, A Sakagianni, E Loupelis, D Kalles, M Martsoukou, ...
Public Health and Informatics/Studies in Health Technology and Informatics …, 2021
272021
Using machine learning algorithms to predict antimicrobial resistance and assist empirical treatment
G Feretzakis, E Loupelis, A Sakagianni, D Kalles, M Lada, ...
The Importance of Health Informatics in Public Health during a Pandemic, 75-78, 2020
262020
Using machine learning techniques to predict hospital admission at the emergency department
G Feretzakis, G Karlis, E Loupelis, D Kalles, R Chatzikyriakou, N Trakas, ...
The Journal of Critical Care Medicine 8 (2), 107-116, 2022
212022
Using machine learning techniques to predict antimicrobial resistance in stone disease patients
L Tzelves, L Lazarou, G Feretzakis, D Kalles, P , Mourmouris, E Loupelis, ...
World Journal of Urology 40 (5), 2022
182022
Training ChatGPT Models in Assisting Urologists in Daily Practice
VI Manolitsis I, Feretzakis G, Tzelves L, Kalles D, Katsimperis S ...
Healthcare Transformation with Informatics and Artificial Intelligence 305 …, 2023
172023
Enhancing urban resilience: smart city data analyses, forecasts, and digital twin techniques at the neighborhood level
AF Gkontzis, S Kotsiantis, G Feretzakis, VS Verykios
Future Internet 16 (2), 47, 2024
152024
On using linear diophantine equations for in-parallel hiding of decision tree rules
G Feretzakis, D Kalles, VS Verykios
Entropy 21 (1), 66, 2019
132019
Data set operations to hide decision tree rules
D Kalles, VS Verykios, G Feretzakis, A Papagelis
Proceedings of the 1st International Workshop on AI for Privacy and Security …, 2016
122016
On using linear diophantine equations for efficient hiding of decision tree rules
G Feretzakis, D Kalles, VS Verykios
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-8, 2018
112018
Using minimum local distortion to hide decision tree rules
G Feretzakis, D Kalles, VS Verykios
Entropy 21 (4), 334, 2019
102019
Predicting Hospital Admission for Emergency Department Patients: A Machine Learning Approach
G Feretzakis, A Sakagianni, E Loupelis, G Karlis, D Kalles, L Tzelves, ...
19th annual International Conference on Informatics, Management, and …, 2022
92022
Hiding decision tree rules in medical data: a case study
G Feretzakis, D Kalles, VS Verykios
Health Informatics Vision: From Data via Information to Knowledge, 368-371, 2019
82019
Artificial Intelligence in Urologic Robotic Oncologic Surgery: A Narrative Review
T Bellos, I Manolitsis, S Katsimperis, P Juliebø-Jones, G Feretzakis, ...
Cancers 16 (9), 1775, 2024
72024
Using Machine Learning for Predicting the Hospitalization of Emergency Department Patients
G Feretzakis, A Sakagianni, D Kalles, E Loupelis, V Panteris, L Tzelves, ...
Studies in Health Technology and Informatics 295, 405 - 408, 2022
72022
The use and applicability of machine learning algorithms in predicting the surgical outcome for patients with benign prostatic enlargement. Which model to use?
P Mourmouris, L Tzelves, G Feretzakis, D Kalles, I Manolitsis, ...
Archivio Italiano Di Urologia E Andrologia 93 (4), 418-424, 2021
72021
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