Viviana Benfante

According to our database, Viviana Benfante authored at least 17 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues.

Muhammad Ali, Viviana Benfante, Ghazal Basirinia, Pierpaolo Alongi, Alessandro Sperandeo, Alberto Quattrocchi, Antonino Giulio Giannone, Daniela Cabibi, Anthony J. Yezzi, Domenico Di Raimondo, Antonino Tuttolomondo, Albert Comelli

J. Imaging, 2025

Automated Prostate Gland Detection in MRI Using YOLOv8: A Deep Learning Approach for Early Diagnosis.

Akhtar Rasool, Muhammad Ali, Leonardo Salvaggio, Viviana Benfante, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Unsupervised MR to CT Synthesis: A Comparative Analysis of Explicit Structural Constrained Adversarial Learning and Adversarial Diffusion Models.

Luca Cruciata, Muhammad Ali, Salvatore Contino, Viviana Benfante, Roberto Pirrone, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Paravertebral Space Muscles Segmentation in Patients with Oral Squamous Cell Carcinoma: A Preliminary Step for Radiomics Studies.

Paolo Buscemi, Gaspare Centineo, Muhammad Ali, Viviana Benfante, Antonio Lo Casto, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

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.

Viviana Benfante, Pierpaolo Purpura, Costanza Longo, Albert Comelli, Pierpaolo Alongi

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Radiomic Analysis of Mouse Magnetic Resonance Images and Correlation of Features Extracted to Vascular Defects in Sickle Cell Disease: Preclinical Applications.

Viviana Benfante, Liana Hatoum, Hannah Song Lee, Edward A. Botchwey, Manu O. Platt, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Radiomic Analysis of MR and PET Images of Mice to Identify Possible Microstructural Changes Associated with Early Molecular Changes During Nigral Neuron Deafferentation.

Viviana Benfante, Sara Belloli, Gaia Faustini, Arianna Bellucci, Rosa Maria Moresco, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Artificial Intelligence-Assisted Image Segmentation in Scratch Wound Healing Assays Using Threshold and Level Set Methods.

Viviana Benfante, Muhammad Ali, Farhan Khan, Sebastiano Piana, Alessandro Sperandeo, Anthony J. Yezzi, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

2023

Grading and Staging of Bladder Tumors Using Radiomics Analysis in Magnetic Resonance Imaging.

Viviana Benfante, Giuseppe Salvaggio, Muhammad Ali, Giuseppe Cutaia, Leonardo Salvaggio, Sergio Salerno, Gabriele Busè, Gabriele Tulone, Nicola Pavan, Domenico Di Raimondo, Antonino Tuttolomondo, Alchiede Simonato, Albert Comelli

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Prostate Cancer Detection: Performance of Radiomics Analysis in Multiparametric MRI.

Muhammad Ali, Viviana Benfante, Giuseppe Cutaia, Leonardo Salvaggio, Sara Rubino, Marzia Portoghese, Marcella Ferraro, Rosario Corso, Giovanni Piraino, Tommaso Ingrassia, Gabriele Tulone, Nicola Pavan, Domenico Di Raimondo, Antonino Tuttolomondo, Alchiede Simonato, Giuseppe Salvaggio

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

2022

A New Preclinical Decision Support System Based on PET Radiomics: A Preliminary Study on the Evaluation of an Innovative 64Cu-Labeled Chelator in Mouse Models.

Viviana Benfante, Alessandro Stefano, Albert Comelli, Paolo Giaccone, Francesco Paolo Cammarata, Selene Richiusa, Fabrizio Scopelliti, Marco Pometti, Milene Ficarra, Sebastiano Cosentino, Marcello Lunardon, Francesca Mastrotto, Alberto Andrighetto, Antonino Tuttolomondo, Rosalba Parenti, Massimo Ippolito, Giorgio Russo

J. Imaging, 2022

Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies.

Anna Maria Pavone, Viviana Benfante, Alessandro Stefano, Giuseppe Mamone, Mariapina Milazzo, Ambra Di Pizza, Rosalba Parenti, Luigi Maruzzelli, Roberto Miraglia, Albert Comelli

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models.

Paolo Giaccone, Viviana Benfante, Alessandro Stefano, Francesco Paolo Cammarata, Giorgio Russo, Albert Comelli

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Radiomics Analyses of Schwannomas in the Head and Neck: A Preliminary Analysis.

Giuseppe Cutaia, Rosalia Gargano, Roberto Cannella, Nicoletta Feo, Antonio Greco, Giuseppe Merennino, Nicola Nicastro, Albert Comelli, Viviana Benfante, Giuseppe Salvaggio, Antonio Lo Casto

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

A Predictive System to Classify Preoperative Grading of Rectal Cancer Using Radiomics Features.

Ilaria Canfora, Giuseppe Cutaia, Marco Marcianò, Mauro Calamia, Roberta Faraone, Roberto Cannella, Viviana Benfante, Albert Comelli, Giovanni Guercio, Giuseppe Lo Re, Giuseppe Salvaggio

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images.

Luca Cairone, Viviana Benfante, Samuel Bignardi, Franco Marinozzi, Anthony J. Yezzi, Antonino Tuttolomondo, Giuseppe Salvaggio, Fabiano Bini, Albert Comelli

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2020

Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies.

Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano

J. Imaging, 2020