Viviana Benfante

Azienda di Rilievo Nazionale ed Alta Specializzazione — Italy

Medicine · Health Sciences

18h-index741citations42works8.42yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(20), Medical Imaging Techniques and Applications(7), Advanced X-ray and CT Imaging(6), Radiopharmaceutical Chemistry and Applications(5), Prostate Cancer Diagnosis and Treatment(4)

Publications42 total

Radiomic Features Extracted from Magnetic Resonance Imaging to Identify Arteriopathy in a Humanized Mouse Model of Sickle Cell Anemia and Sickle Cell Trait
Annals of Biomedical Engineering·2026Open Access
Radiolabeled Vitamins and Nanosystems as Potential Agents in Oncology Theranostics: Developed Approaches and Future Perspectives
Journal of Personalized Medicine·2026Open Access
Paravertebral Space Muscles Segmentation in Patients with Oral Squamous Cell Carcinoma: A Preliminary Step for Radiomics Studies
Lecture notes in computer science·2026
Automated Prostate Gland Detection in MRI Using YOLOv8: A Deep Learning Approach for Early Diagnosis
Lecture notes in computer science·2026· 1 cited
Preliminary Study Exploring the Potential of ML Models Applied to Radiomic Features Extracted from PSMA-PET: Prediction of the PRIMARY and E-PSMA Scores in the Evaluation of Primary PCa Lesions
Lecture notes in computer science·2026
Radiomic Analysis of MR and PET Images of Mice to Identify Possible Microstructural Changes Associated with Early Molecular Changes During Nigral Neuron Deafferentation
Lecture notes in computer science·2026
Artificial Intelligence-Assisted Image Segmentation in Scratch Wound Healing Assays Using Threshold and Level Set Methods
Lecture notes in computer science·2026· 1 cited
Radiomic Analysis of Mouse Magnetic Resonance Images and Correlation of Features Extracted to Vascular Defects in Sickle Cell Disease: Preclinical Applications
Lecture notes in computer science·2026
Unsupervised MR to CT Synthesis: A Comparative Analysis of Explicit Structural Constrained Adversarial Learning and Adversarial Diffusion Models
Lecture notes in computer science·2026
Molecular imaging in the diagnostic process of neuroendocrine tumors: a systematic review on unknown primary origin and suspected NETs
EJNMMI Reports·2025· 1 citedOpen Access
Alpha-synuclein pathological deposition alters functional homeostasis and connectivity of striatal dopaminergic synapses and results in microglia activation, pathology spreading, muscle stiffness, whole brain atrophy and metabolic changes before producing frank nigral neuron deafferentation
2025Open Access
An Update on DOTA-Peptides PET Imaging and Potential Advancements of Radioligand Therapy in Intracranial Meningiomas
Life·2025· 3 citedOpen Access
Revolutionizing Periodontal Care: The Role of Artificial Intelligence in Diagnosis, Treatment, and Prognosis
Applied Sciences·2025· 6 citedOpen Access
Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues
Journal of Imaging·2025· 46 citedOpen Access
Artificial Intelligence and Statistical Models for the Prediction of Radiotherapy Toxicity in Prostate Cancer: A Systematic Review
Applied Sciences·2024· 13 citedOpen Access
111Ag phantom images with Cerenkov Luminescence Imaging and digital autoradiography within the ISOLPHARM project
Applied Radiation and Isotopes·2024· 2 citedOpen Access
Theranostic Approaches for Gastric Cancer: An Overview of In Vitro and In Vivo Investigations
Cancers·2024· 25 citedOpen Access
A Review of Advances in Molecular Imaging of Rheumatoid Arthritis: From In Vitro to Clinic Applications Using Radiolabeled Targeting Vectors with Technetium-99m
Life·2024· 13 citedOpen Access
Radiomics Analysis of Preprocedural CT Imaging for Outcome Prediction after Transjugular Intrahepatic Portosystemic Shunt Creation
Life·2024· 4 citedOpen Access
High-Risk HPV CISH Detection in Cervical Biopsies with Weak and/or Focal p16 Immunohistochemical Positivity
International Journal of Molecular Sciences·2024Open Access
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Frequent Co-authors

Albert Comelli(38), Antonino Tuttolomondo(17), Alessandro Stefano(15), Muhammad Ali(12), Anthony Yezzi(11), Domenico Di Raimondo(11), G. Russo(10), Pierpaolo Alongi(8), Giuseppe Salvaggio(8), Francesco Paolo Cammarata(5), Riccardo Laudicella(5), Muhammad Ali(5), Costanza Longo(4), Giuseppe Cutaia(4), Navdeep Dahiya(3), Selene Richiusa(3), Massimo Ippolito(3), Claudia Coronnello(3), Ghazal Basirinia(3), Alessandro Sperandeo(3)