Federica Vernuccio

Federica Vernuccio serves as an Associate Professor in the Department of Biomedicine, Neuroscience and Advanced Diagnostics at the School of Medicine and Surgery, University of Palermo. Her clinical responsibilities include weekly office hours at the Radiology Unit, reflecting active engagement in academic medicine and student mentorship within the Italian higher education system.

Dr. Vernuccio's research program centers on advancing diagnostic precision through quantitative imaging methodologies, with dominant expertise in liver pathology, radiomics standardization, and artificial intelligence integration in radiology. Her work addresses critical gaps in reproducibility of imaging biomarkers, particularly through leadership in the EuSoMII Radiomics Auditing Group where she co-developed the METRICS and CLEAR frameworks for methodological quality assessment. This focus extends to clinical applications including hepatocellular carcinoma characterization, pancreatic cancer risk stratification, and biliary disease imaging protocols.

Recent publication trends (2024-2025) reveal three dominant research thrusts: (1) establishment of international consensus standards for imaging techniques (e.g., ESGAR guidelines for primary sclerosing cholangitis MRI), (2) development of open scientific resources like the PARROT multilingual radiology reports dataset, and (3) clinical validation of radiomics/AI tools across gastrointestinal and genitourinary pathologies. Her work consistently bridges technical innovation with clinical implementation, evidenced by contributions to ESR Essentials on AI performance metrics and methodological reliability studies.

Professional affiliations highlight deep integration within European radiology networks, including active roles in the European Society of Gastrointestinal and Abdominal Radiology (ESGAR), European Society of Radiology (ESR), and EuSoMII initiatives. These collaborations manifest in multi-center consensus statements and quality assurance frameworks that shape contemporary radiological practice across the continent.