GF
Georgios Feretzakis
machine learningArtificial IntelligenceMachine Learningartificial intelligenceantimicrobial resistanceCOVID-19Artificial intelligenceMachine learningAnti-Bacterial Agentscs.AI
On Valency
published · living versionsW_47w74rvz·v1 · currentpublished
Trust Mechanisms for Offline Generative AI at the Edge: A Connectivity-Regime Framework and an Empirical Study on a Raspberry Pi 5
with Alexandros Papaspyridis
1 version
Preprints & journals
92 papers in the corpus · 2017–2026The Price of Peeking: Anytime-Valid Leakage Detection on ML-KEM EM Traces2609.33597v1 · Georgios Feretzakis, Alexandros Papaspyridis2026 · 0 citationsarXiv
AI-Enabled Digital Phenotyping for Personalized Risk Stratification in Internet Gaming Disorder: A Privacy-Preserving Simulation Study.42783478 · Kranas, Athanasios, Paxinou, Evgenia, Bazakidis, Ioannis et al.2026 · 0 citationsJournal of personalized medicine. 2026;16(9)
Real-Time Phishing Campaign Detection for Healthcare Organizations: An Explainable AI Approach Using Semantic Clustering.42394014 · Feretzakis, Georgios, Karapiperis, Dimitrios, Mitropoulos, Sarandis2026 · 0 citationsStudies in health technology and informatics. 2026;338:303-307
Exact Forecasting and Event-Based Prediction in Annual EARS-Net Antimicrobial Resistance Series.42394107 · Sergounioti, Athanasia, Feretzakis, Georgios, Vrahatis, Aristidis et al.2026 · 0 citationsStudies in health technology and informatics. 2026;338:749-753
Artificial Intelligence and Big Data in Urological Oncology: From Radiomics to Real-World Evidence.41775347 · Katsimperis, Stamatios, Tzelves, Lazaros, Kyriazis, Ioannis et al.2026 · 5 citationsArchivos espanoles de urologia. 2026;79(1):1-12
Beyond Da Vinci: Comparative Review of Next-Generation Robotic Platforms in Urologic Surgery.41095855 · Katsimperis, Stamatios, Tzelves, Lazaros, Feretzakis, Georgios et al.2025 · 19 citationsJournal of clinical medicine. 2025;14(19)
The Impact of COVID-19 on the Epidemiology of Carbapenem Resistance.41009895 · Sakagianni, Aikaterini, Koufopoulou, Christina, Koufopoulos, Petros et al.2025 · 10 citationsAntibiotics (Basel, Switzerland). 2025;14(9)
Improving surgical outcome reporting in lithiasis surgery: a comparative analysis of comprehensive complication index and clavien-dindo classification.40910324 · Katsimperis, Stamatios, Tzelves, Lazaros, Feretzakis, Georgios et al.2025 · 0 citationsThe Canadian journal of urology. 2025;32(4):271-282
Single-Port vs. Multi-Port Robotic Surgery in Urologic Oncology: A Comparative Analysis of Current Evidence and Future Directions.40940944 · Katsimperis, Stamatios, Tzelves, Lazaros, Feretzakis, Georgios et al.2025 · 16 citationsCancers. 2025;17(17)
Machine Learning in Adolescent Mental Health: Advanced Comorbidity Analysis and Text Mining Insights.40941510 · Patsiala, Dafni, Bolias, Konstantinos, Passia, Fani et al.2025 · 0 citationsHealthcare (Basel, Switzerland). 2025;13(17)
Machine Learning Insights for Adolescent Mental Health: A Data-Driven Approach for Functional Communication, Therapy, and Education.40588894 · Patsiala, Dafni, Mantesi, Anastasia, Agrafioti, Magdalini et al.2025 · 0 citationsStudies in health technology and informatics. 2025;328:126-130
Enhanced Machine Learning Approach to ADHD Classification Using Actigraphy Data.40588896 · Feretzakis, Georgios, Boufeas, Iris, Fotakidis, Sophia et al.2025 · 1 citationStudies in health technology and informatics. 2025;328:136-140
Explainable AI for URL Threat Detection in Healthcare Cybersecurity: A Case Study Using LIME and SHAP.40588919 · Karapiperis, Dimitrios, Feretzakis, Georgios, Kalles, Dimitris et al.2025 · 3 citationsStudies in health technology and informatics. 2025;328:246-250
Circulating Tumor DNA in Muscle-Invasive Bladder Cancer: Implications for Prognosis and Treatment Personalization.40563559 · Katsimperis, Stamatios, Tzelves, Lazaros, Feretzakis, Georgios et al.2025 · 14 citationsCancers. 2025;17(12)
Leveraging Vision Transformers in Multimodal Models for Retinal OCT Analysis.40380672 · Feretzakis, Georgios, Karakosta, Christina, Gkoulalas-Divanis, Aris et al.2025 · 1 citationStudies in health technology and informatics. 2025;327:1135-1139
Machine Learning and Urinary Incontinence in Prostate Cancer: A Generalized Additive Model of Physical Activity and Recovery Patterns.40380737 · Manolitsis, Ioannis, Feretzakis, Georgios, Tzelves, Lazaros et al.2025 · 1 citationStudies in health technology and informatics. 2025;327:1408-1412
Burden of cardiovascular hospitalizations and in-hospital mortality in Greece: national trends over five years.40246228 · Theodorakis, Nikolaos, Hitas, Christos, Anagnostou, Dimitrios et al.2025 · 4 citationsHellenic journal of cardiology : HJC = Hellenike kardiologike epitheorese. 2025
Evaluating the Impact of the EU AI Act on Medical Device Regulation.40200442 · Kalodanis, Konstantinos, Feretzakis, Georgios, Rizomiliotis, Panagiotis et al.2025 · 7 citationsStudies in health technology and informatics. 2025;323:40-44
Assessing the Readiness of European Healthcare Institutions for EU AI Act Compliance.40200444 · Kalodanis, Konstantinos, Feretzakis, Georgios, Rizomiliotis, Panagiotis et al.2025 · 2 citationsStudies in health technology and informatics. 2025;323:50-54
Data Governance in Healthcare AI: Navigating the EU AI Act's Requirements.40200447 · Kalodanis, Konstantinos, Feretzakis, Georgios, Rizomiliotis, Panagiotis et al.2025 · 9 citationsStudies in health technology and informatics. 2025;323:66-70
Predicting Body Fat Percentage from Simple Anthropometric Measurements: A Machine Learning Approach.40200459 · Theodorakis, Nikolaos, Feretzakis, Georgios, Kreouzi, Magdalini et al.2025 · 1 citationStudies in health technology and informatics. 2025;323:126-130
Forecasting Hospitalization Trends in the Greek Elderly Population.40200532 · Theodorakis, Nikolaos, Feretzakis, Georgios, Kreouzi, Magdalini et al.2025 · 1 citationStudies in health technology and informatics. 2025;323:473-477
Validating Emergency Department Admission Predictions Based on Local Data Through MIMIC-IV2503.22706v1 · Francesca Meimeti, Loukas Triantafyllopoulos, Aikaterini Sakagianni et al.2025 · 0 citationsarXiv
GH Therapy in Chronic Heart Failure: A Systematic Review and Meta-analysis of Randomized Controlled Trials.39566897 · Theodorakis, Nikolaos, Feretzakis, Georgios, Kreouzi, Magdalini et al.2025 · 19 citationsThe Journal of clinical endocrinology and metabolism. 2025;110(4):e1252-e1260
Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping2503.10094v1 · Phoebe Koundouri, Conrad Landis, Georgios Feretzakis2025 · 0 citationsarXiv
Complexities in Geriatric Cardiology: Clinical Dilemmas and Gaps in Evidence.40151630 · Theodorakis, Nikolaos, Hitas, Christos, Vamvakou, Georgia et al.2025 · 3 citationsJournal of geriatric cardiology : JGC. 2025;22(1):190-209
Skin Microbiota: Mediator of Interactions Between Metabolic Disorders and Cutaneous Health and Disease.39858932 · Kreouzi, Magdalini, Theodorakis, Nikolaos, Nikolaou, Maria et al.2025 · 39 citationsMicroorganisms. 2025;13(1)
Ghrelin: An Emerging Therapy for Heart Failure.39757711 · Theodorakis, Nikolaos, Feretzakis, Georgios, Kreouzi, Magdalini et al.2025 · 14 citationsClinical endocrinology. 2025;102(4):403-412
Deep Learning for Melanoma Detection: A Deep Learning Approach to Differentiating Malignant Melanoma from Benign Melanocytic Nevi.39796659 · Kreouzi, Magdalini, Theodorakis, Nikolaos, Feretzakis, Georgios et al.2025 · 28 citationsCancers. 2024;17(1)
Leveraging Cancer Therapy Peptide Data: A Case Study on Machine Learning Application in Accelerating Cancer Research.39575785 · Feretzakis, Georgios, Anastasiou, Athanasios, Pitoglou, Stavros et al.2024 · 3 citationsStudies in health technology and informatics. 2024;321:84-88
Securing a Generative AI-Powered Healthcare Chatbot.39575807 · Feretzakis, Georgios, Anastasiou, Athanasios, Pitoglou, Stavros et al.2024 · 4 citationsStudies in health technology and informatics. 2024;321:195-199
Data-Driven Approaches in Antimicrobial Resistance: Machine Learning Solutions.39596745 · Sakagianni, Aikaterini, Koufopoulou, Christina, Koufopoulos, Petros et al.2024 · 31 citationsAntibiotics (Basel, Switzerland). 2024;13(11)
The Synergy of Machine Learning and Epidemiology in Addressing Carbapenem Resistance: A Comprehensive Review.39452262 · Sakagianni, Aikaterini, Koufopoulou, Christina, Koufopoulos, Petros et al.2024 · 16 citationsAntibiotics (Basel, Switzerland). 2024;13(10)
The Efficacy of a Food Supplement in the Treatment of Tinnitus with Comorbid Headache: A Statistical and Machine Learning Analysis with a Literature Review.39427656 · Kalentakis, Zacharias, Feretzakis, Georgios, Baxevani, Georgia et al.2025 · 2 citationsAudiology & neuro-otology. 2025;30(2):164-175
Immunosenescence: How Aging Increases Susceptibility to Bacterial Infections and Virulence Factors.39458361 · Theodorakis, Nikolaos, Feretzakis, Georgios, Hitas, Christos et al.2026 · 62 citationsMicroorganisms. 2024;12(10)
Antibiotic Resistance in the Elderly: Mechanisms, Risk Factors, and Solutions.39458286 · Theodorakis, Nikolaos, Feretzakis, Georgios, Hitas, Christos et al.2026 · 79 citationsMicroorganisms. 2024;12(10)
Trustworthy AI: Securing Sensitive Data in Large Language Models2409.18222v1 · Georgios Feretzakis, Vassilios S. Verykios2024 · 83 citationsAI 5(4), 2773-2800 (2024)
Corneal changes after large (9mm) lateral rectus muscle recession measured with Pentacam®.39297197 · Paraskevopoulos, Konstantinos, Karakosta, Christina, Feretzakis, Georgios et al.2025 · 0 citationsStrabismus. 2025;33(1):20-27
Sleep Quality and Urinary Incontinence in Prostate Cancer Patients: A Data Analytics Approach with the ASCAPE Dataset.39337158 · Manolitsis, Ioannis, Feretzakis, Georgios, Tzelves, Lazaros et al.2024 · 3 citationsHealthcare (Basel, Switzerland). 2024;12(18)
Integrating Machine Learning with Multi-Omics Technologies in Geroscience: Towards Personalized Medicine.39338186 · Theodorakis, Nikolaos, Feretzakis, Georgios, Tzelves, Lazaros et al.2024 · 50 citationsJournal of personalized medicine. 2024;14(9)
Nationwide mortality trends from 2001 to 2020 in Greece: health policy implications under the scope of aging societies.39214341 · Nikolaou, Maria, Theodorakis, Nikolaos, Feretzakis, Georgios et al.2026 · 20 citationsHellenic journal of cardiology : HJC = Hellenike kardiologike epitheorese. 2026;87:13-28
From Affect Regulation to BMI: Unveiling Childhood Obesity Patterns Through Advanced Clustering Techniques.39176540 · Feretzakis, Georgios, Harokopou, Athanasia, Fafoula, Olga et al.2024 · 0 citationsStudies in health technology and informatics. 2024;316:1714-1715
Enhancing Pulmonary Embolism Detection in COVID-19 Patients Through Advanced Deep Learning Techniques.39176593 · Feretzakis, Georgios, Dalamarinis, Konstantinos, Kalles, Dimitris et al.2024 · 4 citationsStudies in health technology and informatics. 2024;316:1184-1188
Evaluating ChatGPT 4.0's User Satisfaction Among Doctors Across Different Medical Departments.39176797 · Triantafyllopoulos, Loukas, Feretzakis, Georgios, Tzelves, Lazaros et al.2024 · 1 citationStudies in health technology and informatics. 2024;316:535-539
Comparative Analysis of Macular and Optic Disc Perfusion Pre and Post Silicone Oil Removal: A Machine Learning Approach.39176929 · Feretzakis, Georgios, Karakosta, Christina, Gkoulalas-Divanis, Aris et al.2024 · 0 citationsStudies in health technology and informatics. 2024;316:863-867
Advancing Cardiovascular Mortality Trend Analysis: A Machine Learning Approach to Predict Future Health Policy Needs.39176930 · Feretzakis, Georgios, Theodorakis, Nikolaos, Vamvakou, Georgia et al.2024 · 2 citationsStudies in health technology and informatics. 2024;316:868-872
ChatGPT in Clinical Medicine, Urology and Academia: A Review.39238293 · Tzelves, Lazaros, Kapriniotis, Konstantinos, Feretzakis, Georgios et al.2024 · 12 citationsArchivos espanoles de urologia. 2024;77(7):708-717
Testosterone therapy for functional hypogonadism in middle-aged and elderly males: current evidence and future perspectives.39060901 · Theodorakis, Nikolaos, Feretzakis, Georgios, Vamvakou, Georgia et al.2024 · 28 citationsHormones (Athens, Greece). 2024;23(4):801-817
The Contemporary Role of Salvage Radical Prostatectomy in the Management of Recurrent Prostate Cancer: An Up-to-Date Review.39063621 · Katsimperis, Stamatios, Pinitas, Alexandros, Zerva, Maria et al.2024 · 6 citationsLife (Basel, Switzerland). 2024;14(7)
Artificial Intelligence in Urologic Robotic Oncologic Surgery: A Narrative Review.38730727 · Bellos, Themistoklis, Manolitsis, Ioannis, Katsimperis, Stamatios et al.2024 · 41 citationsCancers. 2024;16(9)
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