Παρακολούθηση
Georgios Feretzakis
Georgios Feretzakis
Adjunct Faculty & Researcher | Hellenic Open University | ReSEES AUEB | SDU/ATHENA RC
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα ac.eap.gr
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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
982020
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
742023
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
622021
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
562020
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
302021
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
292020
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
252022
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
242024
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
222022
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
212023
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
Testosterone therapy for functional hypogonadism in middle-aged and elderly males: Current evidence and future perspectives
N Theodorakis, G Feretzakis, G Vamvakou, VS Verykios, A Polymeris, ...
Hormones, 1-17, 2024
122024
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
122022
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
Integrating Machine Learning with Multi-Omics Technologies in Geroscience: Towards Personalized Medicine
N Theodorakis, G Feretzakis, L Tzelves, E Paxinou, C Hitas, G Vamvakou, ...
Journal of Personalized Medicine 14 (9), 931, 2024
82024
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
82024
A Probabilistic Approach to Modeling Students’ Interactions in a Learning Management System for Facilitating Distance Learning
D Karapiperis, K Tzafilkou, R Tsoni, G Feretzakis, VS Verykios
Information 14 (8), 440, 2023
82023
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