Michail E. Klontzas

University of Crete — Greece

Medicine · Health Sciences

25h-index2.5kcitations175works12.42yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(49), Artificial Intelligence in Healthcare and Education(24), Advanced X-ray and CT Imaging(24), Shoulder Injury and Treatment(18), Hip disorders and treatments(17)

Publications175 total

Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline
Diagnostic and Interventional Radiology·2026Open Access
Strategic Integration of Artificial Intelligence in Musculoskeletal Interventions: Scope, Success, and Pursuit of Personalized Precision Care Models
Seminars in Musculoskeletal Radiology·2026
Federated learning on magnetic resonance imaging: a critical review
Artificial Intelligence Review·2026Open Access
Artificial intelligence and pediatric imaging data: ethical strategies for learning and collaboration
Pediatric Radiology·2025
PARROT, an open multilingual radiology reports dataset
European Journal of Radiology Artificial Intelligence·2025· 1 citedOpen Access
AI medical device post-market surveillance regulations: consensus recommendations by the European Society of Radiology
Insights into Imaging·2025· 1 citedOpen Access
Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-Level Identification Risks to Federated Learning and Synthetic Data Challenges
Radiology Artificial Intelligence·2025· 1 cited
Economic Value of AI in Radiology: A Systematic Review
Radiology Artificial Intelligence·2025· 2 cited
Peritumoral radiomics indicate a gradient transition between renal tumours and their surrounding healthy tissue: A proof-of-concept analysis
European Journal of Radiology·2025Open Access
Multifaceted Preprocessing Optimization for Post-Mortem Radiomics Analysis: A Pilot Study on Forensic Age Estimation Using Proximal Femur Radiomics
Journal of Imaging Informatics in Medicine·2025
Agentic systems in radiology: Principles, opportunities, privacy risks, regulation, and sustainability concerns
Diagnostic and Interventional Imaging·2025· 2 citedOpen Access
Radiomics enhance the prediction of endovascular treatment success for femoropopliteal chronic total occlusions: a proof-of-concept study
European Journal of Radiology·2025Open Access
ReclAIm: A multi-agent framework for degradation-aware performance tuning of medical imaging AI
arXiv (Cornell University)·2025Open Access
Direct Stent Placement versus Percutaneous Mechanical Thrombectomy in Selected Patients with Acute Lower Limb Ischemia: Short- and Long-Term Outcomes
Journal of Vascular and Interventional Radiology·2025
mAIstro: An open-source multi-agent system for automated end-to-end development of radiomics and deep learning models for medical imaging
European Journal of Radiology Artificial Intelligence·2025· 6 citedOpen Access
Glutamine antagonism suppresses tumor growth in adrenocortical carcinoma through inhibition of de novo nucleotide biosynthesis
2025Open Access
Radiomics vs. Deep Learning in Autism Classification Using Brain MRI: A Systematic Review
Applied Sciences·2025· 1 citedOpen Access
Estimation liver radiomics from postmortem CT: Development of interpretable models for postmortem interval estimation
Physica Medica·2025Open Access
Standardization and quality assessment
Elsevier eBooks·2025
List of contributors
Elsevier eBooks·2025
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Frequent Co-authors

Apostolos H. Karantanas(22), Renato Cuocolo(12), Evangelia E. Vassalou(10), Athanasios Mantalaris(9), Lorenzo Ugga(7), Burak Koçak(6), Kostas Marias(6), Daniel Pinto dos Santos(6), Manolis Heliotis(6), Aristeidis Zibis(6), Emmanouil Koltsakis(6), Tugba Akinci D’Antonoli(5), Roberto Cannella(5), Arnaldo Stanzione(5), Eleftherios Tsiridis(5), Elmar Kotter(4), Antonios Tzortzakakis(4), Peter M. A. van Ooijen(4), Federica Vernuccio(4), Ali S. Tejani(3)