Federica Vernuccio

University of Palermo — Italy

Medicine · Health Sciences

33h-index3.8kcitations211works10.22yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(45), Hepatocellular Carcinoma Treatment and Prognosis(40), Liver Disease Diagnosis and Treatment(33), Advanced X-ray and CT Imaging(23), Liver Disease and Transplantation(21)

Publications210 total

Pelvic floor dysfunction: Anatomical characterization and functional imaging with MRI defecography
European Journal of Radiology·2026Open Access
RADS ALPHABET: news and tips for young and general radiologists
Insights into Imaging·2026Open Access
A multicenter multinational retrospective study of the 1-year natural history of LI-RADS 3 observations in patients with cirrhosis
European Radiology·2026
CT and MRI radiomics in cardiovascular risk prediction: a systematic review and meta-analysis by the EuSoMII Radiomics Auditing Group
European Radiology·2025Open Access
PARROT, an open multilingual radiology reports dataset
European Journal of Radiology Artificial Intelligence·2025· 1 citedOpen Access
HCC surveillance: from one-size-fits-all to risk-based strategies
European Radiology·2025
Progress in Radiological Diagnosis of Hepatocellular Carcinoma: Integration of Conventional Criteria and Radiomic Features in Indeterminate Liver Lesions
2025
Artificial Intelligence in Diagnosing Bone Trauma on Radiographs: Do Foreign or Medical Devices Affect Diagnostic Performance?
2025
Performance of AI Assistance in Detecting Thoracic Abnormalities on Chest Radiographs: A Comparative Study with Readers of Varying Experience
2025
Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group
Insights into Imaging·2025· 5 citedOpen Access
ESR Essentials: common performance metrics in AI—practice recommendations by the European Society of Medical Imaging Informatics
European Radiology·2025· 11 citedOpen Access
PARROT: An Open Multilingual Radiology Reports Dataset
arXiv (Cornell University)·2025Open Access
Cross-sectional imaging of congenital and acquired hepatic vascular abnormalities
European Journal of Radiology·2025
MR Defecography Improves Diagnosis of Postoperative Pelvic Floor Dysfunction After Gynecological Surgery
Diagnostics·2025· 3 citedOpen Access
Lesions located at the liver periphery: A stepwise cross-sectional imaging approach toward diagnosis
European Journal of Radiology·2025
ESGAR consensus statement on MR imaging in primary sclerosing cholangitis
European Radiology·2025· 2 citedOpen Access
HCC in MASLD: radiological appearance, diagnosis and treatment
Hepatoma Research·2025Open Access
Conditions at risk of pancreatic cancer: The radiology perspective
European Journal of Radiology·2025· 1 citedOpen Access
Reproducibility of methodological radiomics score (METRICS): an intra- and inter-rater reliability study endorsed by EuSoMII
European Radiology·2025· 9 citedOpen Access
Prostate cancer MRI methodological radiomics score: a EuSoMII radiomics auditing group initiative
European Radiology·2024· 4 cited
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Frequent Co-authors

Roberto Cannella(22), Massimo Midiri(20), Roberto Lagalla(12), Giuseppe Lo Re(9), Dario Picone(9), Giuseppe Brancatelli(9), Giuseppe Salvaggio(8), Albert Comelli(7), Sergio Salerno(6), Alessandro Stefano(6), Daniele Marin(6), Tommaso Vincenzo Bartolotta(5), Mathias Meyer(5), Rendon C. Nelson(5), Massimo Galia(5), Giuseppe La Tona(5), Chiara Tudisca(4), Bhavik N. Patel(4), Tugba Akinci D’Antonoli(4), Arnaldo Stanzione(4)