Michail E. Klontzas

Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update

2024 · 273 Zit. · Radiology Artificial Intelligence

Large language models in radiology: fundamentals, applications, ethical considerations, risks, and future directions

2023 · 193 Zit. · Diagnostic and Interventional Radiology

Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects

2024 · 116 Zit. · Diagnostic and Interventional Radiology

Guiding AI in radiology: ESR’s recommendations for effective implementation of the European AI Act

2025 · 57 Zit. · Insights into Imaging

AI Reporting Guidelines: How to Select the Best One for Your Research

2023 · 55 Zit. · Radiology Artificial Intelligence

Reproducibility of radiomics quality score: an intra- and inter-rater reliability study

2023 · 50 Zit. · European Radiology

Impact of AI on radiology: a EuroAIM/EuSoMII 2024 survey among members of the European Society of Radiology

2024 · 32 Zit. · Insights into Imaging

Recommendations for the creation of benchmark datasets for reproducible artificial intelligence in radiology

2024 · 28 Zit. · Insights into Imaging

Updating the Checklist for Artificial Intelligence in Medical Imaging (CLAIM) for reporting AI research

2023 · 25 Zit. · Nature Machine Intelligence

Evaluation metrics in medical imaging AI: fundamentals, pitfalls, misapplications, and recommendations

2025 · 22 Zit. · European Journal of Radiology Artificial Intelligence

Recognising errors in AI implementation in radiology: A narrative review

2025 · 15 Zit. · European Journal of Radiology

Artificial intelligence-driven radiomics: developing valuable radiomics signatures with the use of artificial intelligence

2024 · 13 Zit. · BJR|Artificial Intelligence

Reproducibility of methodological radiomics score (METRICS): an intra- and inter-rater reliability study endorsed by EuSoMII

2025 · 9 Zit. · European Radiology

mAIstro: An open-source multi-agent system for automated end-to-end development of radiomics and deep learning models for medical imaging

2025 · 6 Zit. · European Journal of Radiology Artificial Intelligence

ESR Essentials: how to get to valuable radiology AI: the role of early health technology assessment—practice recommendations by the European Society of Medical Imaging Informatics

2024 · 5 Zit. · European Radiology