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Federica Vernuccio

University of Padua · IT
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Area of research
Hepatology · Radiology, Nuclear Medicine and Imaging
Research interest
Research focused on Radiomics and Radiology, with related work in Magnetic resonance imaging, Neuroradiology, Gadoxetic acid. Notable publications include 'METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII', 'Large language models in radiology: fundamentals, applications, ethical considerations, risks, and future directions', and 'Does the Functional Liver Imaging Score Derived from Gadoxetic Acid–enhanced MRI Predict Outcomes in Chronic Liver Disease?'.
h-index
citations
789
works
13
NIH funding
primary concept
email

Recent publications

Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group
Insights into Imaging 2025cited by 8position: middledoi
ESGAR consensus statement on MR imaging in primary sclerosing cholangitis
European Radiology 2025cited by 5position: middledoi
PARROT, an open multilingual radiology reports dataset
European Journal of Radiology Artificial Intelligence 2025cited by 2position: middledoi
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII
Insights into Imaging 2024cited by 258position: middledoi
Radiomics and liver: Where we are and where we are headed?
European Journal of Radiology 2024cited by 25position: middledoi
Prostate cancer MRI methodological radiomics score: a EuSoMII radiomics auditing group initiative
European Radiology 2024cited by 8position: middledoi
Large language models in radiology: fundamentals, applications, ethical considerations, risks, and future directions
Diagnostic and Interventional Radiology 2023cited by 201position: middledoi
Radiomics in colorectal cancer patients
World Journal of Gastroenterology 2023cited by 60position: middledoi
Reproducibility of radiomics quality score: an intra- and inter-rater reliability study
European Radiology 2023cited by 51position: middledoi
Liver metastases: The role of magnetic resonance imaging
World Journal of Gastroenterology 2023cited by 40position: middledoi
CT and MR Imaging of Retroperitoneal Sarcomas: A Practical Guide for the Radiologist
Cancers 2023cited by 25position: lastdoi
Efficacy and safety of lomitapide in familial chylomicronaemia syndrome
Atherosclerosis 2022cited by 23position: middledoi
Does the Functional Liver Imaging Score Derived from Gadoxetic Acid–enhanced MRI Predict Outcomes in Chronic Liver Disease?
Radiology 2019cited by 83position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Roberto Cannella · University of Padua9 papers (2023–2025) · 4 papers (2023–2025)Cesare Maino · University of Padua4 papers (2023–2025)Davide Ippolito · University of Padua4 papers (2023–2025)Renato Cuocolo · University of Salerno4 papers (2023–2025)Michail E. Klontzas · University of Crete4 papers (2023–2025)Riccardo Inchingolo · University of Padua3 papers (2023–2024) · 3 papers (2023–2025)Lorenzo Ugga · University of Campania "Luigi Vanvitelli"3 papers (2023–2024) · 3 papers (2023–2025)Riccardo Faletti · University of Padua3 papers (2023–2024)Marco Gatti · University of Padua3 papers (2023–2024)Armando Ugo Cavallo · Case Western Reserve University3 papers (2023–2025)Valentina Giannini · University of Padua3 papers (2023–2024)Matthaios Triantafyllou · University Hospital of Heraklion2 papers (2024–2025) · 2 papers (2023–2024) · 2 papers (2023–2025)Paolo Niccolò Franco · University of Padua2 papers (2023–2024)Burak Koçak · Bakırköy Psychiatric Hospital2 papers (2023–2025)Andrea Ponsiglione · Twitter (United States)2 papers (2024–2025)
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