Marco Rengo is a Lecturer at the Department of Medical-Surgical Sciences and Biotechnologies , Sapienza University of Rome , with a focus on oncological and cardiovascular imaging. He obtained his PhD in Surgical Angio-Cardio-Thoracic Physiopathology and Radioisotopic Functional Imaging in 2012 and specializes in Radiodiagnostic Medicine (cum laude, 2008). His research spans contrast media optimization, artificial intelligence, radiomics, and early cancer diagnosis. Education: PhD, 2012: "Innovazione nella diagnosi e terapia delle patologie oncologiche" Specialization in Radiodiagnostic Medicine, 2008: "Quantificazione della placca coronarica con TC multistrato" MD, 2004: "Riduzione dell’intensità di segnale del miometrio dopo USPIO" Research Interests: Oncological Imaging Cardiovascular Imaging Artificial Intelligence and Radiomics Contrast Media Evaluation Response to Chemotherapy Assessment Publications: Over 31 peer-reviewed articles, 3 books, and 13 book chapters. His work addresses CT/MRI applications in colorectal, prostate, and bariatric imaging, with recent focus on AI-driven diagnostics and blockchain in radiology. Projects: AIRC 2013: "MR Imaging Biomarkers in Rectal Cancer" FIRB 2012: "GPU-based pattern recognition algorithms" Multicenter trials on coronary CT angiography and contrast media (Xenetix 350, I-CON)








