Viviana Benfante

17 papers Journal 3Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues.
J. Imaging
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
2025 — conf
Artificial Intelligence-Assisted Image Segmentation in Scratch Wound Healing Assays Using Threshold and Level Set Methods.
ICIAP (Workshops 1)
Viviana Benfante, Muhammad Ali, Farhan Khan, Sebastiano Piana, Alessandro Sperandeo, Anthony J. Yezzi, Albert Comelli
2025 — conf
Automated Prostate Gland Detection in MRI Using YOLOv8: A Deep Learning Approach for Early Diagnosis.
ICIAP (Workshops 1)
Akhtar Rasool, Muhammad Ali, Leonardo Salvaggio, Viviana Benfante, Albert Comelli
2025 — conf
Paravertebral Space Muscles Segmentation in Patients with Oral Squamous Cell Carcinoma: A Preliminary Step for Radiomics Studies.
ICIAP (Workshops 1)
Paolo Buscemi, Gaspare Centineo, Muhammad Ali, Viviana Benfante, Antonio Lo Casto, Albert Comelli
2025 — conf
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.
ICIAP (Workshops 1)
Viviana Benfante, Pierpaolo Purpura, Costanza Longo, Albert Comelli, Pierpaolo Alongi
2025 — conf
Radiomic Analysis of MR and PET Images of Mice to Identify Possible Microstructural Changes Associated with Early Molecular Changes During Nigral Neuron Deafferentation.
ICIAP (Workshops 1)
Viviana Benfante, Sara Belloli, Gaia Faustini, Arianna Bellucci, Rosa Maria Moresco, Albert Comelli
2025 — conf
Radiomic Analysis of Mouse Magnetic Resonance Images and Correlation of Features Extracted to Vascular Defects in Sickle Cell Disease: Preclinical Applications.
ICIAP (Workshops 1)
Viviana Benfante, Liana Hatoum, Hannah Song Lee, Edward A. Botchwey, Manu O. Platt, Albert Comelli
2025 — conf
Unsupervised MR to CT Synthesis: A Comparative Analysis of Explicit Structural Constrained Adversarial Learning and Adversarial Diffusion Models.
ICIAP (Workshops 1)
Luca Cruciata, Muhammad Ali, Salvatore Contino, Viviana Benfante, Roberto Pirrone, Albert Comelli
2023 — conf
Grading and Staging of Bladder Tumors Using Radiomics Analysis in Magnetic Resonance Imaging.
ICIAP Workshops (2)
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
2023 — conf
Prostate Cancer Detection: Performance of Radiomics Analysis in Multiparametric MRI.
ICIAP Workshops (2)
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
2022 J jnl
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.
J. Imaging
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
2022 — conf
A Predictive System to Classify Preoperative Grading of Rectal Cancer Using Radiomics Features.
ICIAP Workshops (1)
Ilaria Canfora, Giuseppe Cutaia, Marco Marcianò, Mauro Calamia, Roberta Faraone, Roberto Cannella, Viviana Benfante, Albert Comelli, Giovanni Guercio, Giuseppe Lo Re, Giuseppe Salvaggio
2022 — conf
Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies.
ICIAP Workshops (1)
Anna Maria Pavone, Viviana Benfante, Alessandro Stefano, Giuseppe Mamone, Mariapina Milazzo, Ambra Di Pizza, Rosalba Parenti, Luigi Maruzzelli, Roberto Miraglia, Albert Comelli
2022 — conf
PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models.
ICIAP Workshops (1)
Paolo Giaccone, Viviana Benfante, Alessandro Stefano, Francesco Paolo Cammarata, Giorgio Russo, Albert Comelli
2022 — conf
Radiomics Analyses of Schwannomas in the Head and Neck: A Preliminary Analysis.
ICIAP Workshops (1)
Giuseppe Cutaia, Rosalia Gargano, Roberto Cannella, Nicoletta Feo, Antonio Greco, Giuseppe Merennino, Nicola Nicastro, Albert Comelli, Viviana Benfante, Giuseppe Salvaggio, Antonio Lo Casto
2022 — conf
Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images.
ICIAP Workshops (1)
Luca Cairone, Viviana Benfante, Samuel Bignardi, Franco Marinozzi, Anthony J. Yezzi, Antonino Tuttolomondo, Giuseppe Salvaggio, Fabiano Bini, Albert Comelli
2020 J jnl
Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies.
J. Imaging
Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano