| 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 | 67 | 2020 |
| 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 | 51 | 2019 |
| 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 | 45 | 2020 |
| 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 | 38 | 2021 |
| 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 | 20 | 2020 |
| 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 | 16 | 2023 |
| 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 | 13 | 2021 |
| On using linear diophantine equations for in-parallel hiding of decision tree rules G Feretzakis, D Kalles, VS Verykios Entropy 21 (1), 66, 2019 | 12 | 2019 |
| 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 | 12 | 2016 |
| 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 | 11 | 2022 |
| Using minimum local distortion to hide decision tree rules G Feretzakis, D Kalles, VS Verykios Entropy 21 (4), 334, 2019 | 10 | 2019 |
| 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 | 10 | 2018 |
| 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 | 9 | 2022 |
| Using machine learning techniques to aid empirical antibiotic therapy decisions in the intensive care unit of a general hospital in Greece. 2020; 9: 50 G Feretzakis, E Loupelis, A Sakagianni, D Kalles, M Martsoukou, M Lada, ... DOI 10, 3390, 0 | 9 | |
| Hiding Decision Tree Rules in Medical Data: A Case Study. G Feretzakis, D Kalles, VS Verykios ICIMTH, 368-371, 2019 | 8 | 2019 |
| Fragility index of urological literature regarding medical expulsive treatment L Tzelves, N Chatzikrachtis, L Lazarou, P Mourmouris, A Pinitas, K Tsirkas, ... World Journal of Urology 39 (10), 3741-3746, 2021 | 7 | 2021 |
| Using Microbiological Data Analysis to Tackle Antibiotic Resistance of Klebsiella Pneumoniae. G Feretzakis, E Loupelis, S Petropoulou, C Christopoulos, M Lada, ... ICIMTH, 180-183, 2019 | 6 | 2019 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
| 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 | 5 | 2021 |
Dimitris KallesProfessor of Artificial Intelligence, Hellenic Open UniversityVerified email at eap.gr
