Lorenzo Ugga

CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII

2023 · 401 Zit. · Insights into Imaging

METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII

2024 · 254 Zit. · Insights into Imaging

Machine Learning in oncology: A clinical appraisal

2020 · 223 Zit. · Cancer Letters

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

2023 · 198 Zit. · Diagnostic and Interventional Radiology

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

2024 · 124 Zit. · Diagnostic and Interventional Radiology

Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative

2022 · 112 Zit. · European Radiology

Must-have Qualities of Clinical Research on Artificial Intelligence and Machine Learning

2022 · 58 Zit. · Balkan Medical Journal

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

2023 · 50 Zit. · European Radiology

Distinguishing Functional from Non-functional Pituitary Macroadenomas with a Machine Learning Analysis

2019 · 43 Zit. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany

A Combined Radiomics and Machine Learning Approach to Overcome the Clinicoradiologic Paradox in Multiple Sclerosis

2021 · 36 Zit. · American Journal of Neuroradiology

Radiology AI and sustainability paradox: environmental, economic, and social dimensions

2025 · 34 Zit. · Insights into Imaging

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

2025 · 25 Zit. · European Journal of Radiology Artificial Intelligence

Transfer Learning for an Automated Detection System of Fractures in Patients with Maxillofacial Trauma

2021 · 17 Zit. · Applied Sciences

The impact of radiomics for human papillomavirus status prediction in oropharyngeal cancer: systematic review and radiomics quality score assessment

2022 · 12 Zit. · Neuroradiology

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

2025 · 11 Zit. · European Radiology