Roberta Fusco

19 papers B 3Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward Resilient AI in Medical Imaging: Handling and Mining Multiple Sources of Data.
SN Comput. Sci.
Michela Gravina, Adriano De Simone, Giuseppe Pontillo, Zeena Shawa, Stefano Marrone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, James H. Cole, Mario Sansone, Carlo Sansone
2025 J jnl
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting.
Int. J. Imaging Syst. Technol.
Jovana Panic, Arianna Defeudis, Lorenzo Vassallo, Stefano Cirillo, Marco Gatti, Roberto Sghedoni, Michele Avanzo, Angelo Vanzulli, Luca Sorrentino, Luca Boldrini, Huong Elena Tran, Giuditta Chiloiro, Giuseppe Roberto D'Agostino, Enrico Menghi, Roberta Fusco, Antonella Petrillo, Vincenza Granata, Martina Mori, Claudio Fiorino, Barbara Alicja Jereczek-Fossa, Marianna Alessandra Gerardi, Serena Dell'Aversana, Antonio Esposito, Daniele Regge, Samanta Rosati, Gabriella Balestra, Valentina Giannini
2024 J jnl
A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets.
IEEE J. Biomed. Health Informatics
Michela Gravina, Massimo Maddaluno, Stefano Marrone, Mario Sansone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, Carlo Sansone
2020 J jnl
Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks.
Artif. Intell. Medicine
Gabriele Piantadosi, Mario Sansone, Roberta Fusco, Carlo Sansone
2019 J jnl
Radiomic features analysis by digital breast tomosynthesis and contrast-enhanced dual-energy mammography to detect malignant breast lesions.
Biomed. Signal Process. Control.
Roberta Fusco, Paolo Vallone, Salvatore Filice, Vincenza Granata, Teresa Petrosino, Maria Rosaria Rubulotta, Sergio Venanzio Setola, Francesca Maio, Concetta Raiano, Nicola Raiano, Claudio Siani, Maurizio Di Bonito, Mario Sansone, Gerardo Botti, Antonella Petrillo
2018 J jnl
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns.
IET Comput. Vis.
Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Mario Sansone, Carlo Sansone
2017 — conf
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.
ICIAP (2)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
2016 B conf
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI.
ICPR
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
2015 J jnl
A geometrical perspective on the 3TP method in DCE-MRI.
Biomed. Signal Process. Control.
Mario Sansone, Roberta Fusco, Antonella Petrillo
2015 — conf
Data-driven selection of motion correction techniques in breast DCE-MRI.
MeMeA
Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
2015 — conf
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI.
ICIAP (1)
Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
2014 B conf
A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI.
CBMS
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
2013 — conf
Automatic Lesion Detection in Breast DCE-MRI.
ICIAP (2)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
2013 — —
Lesion detection and classification in breast cancer: evaluation of approaches based on morphological features, tracer kinetic modelling and semi-quantitative parameters in MR functional imaging (DCE-MRI).
Roberta Fusco
2012 — conf
A Multiple Classifier System for Classification of Breast Lesions Using Dynamic and Morphological Features in DCE-MRI.
SSPR/SPR
Roberta Fusco, Mario Sansone, Antonella Petrillo, Carlo Sansone
2012 B conf
Segmentation and classification of breast lesions using dynamic and textural features in Dynamic Contrast Enhanced-Magnetic Resonance Imaging.
CBMS
Roberta Fusco, Mario Sansone, Carlo Sansone, Antonella Petrillo
2011 J jnl
An expectation-maximisation approach for simultaneous pixel classification and tracer kinetic modelling in dynamic contrast enhanced-magnetic resonance imaging.
Medical Biol. Eng. Comput.
Mario Sansone, Roberta Fusco, Antonella Petrillo, Mario Petrillo, Marcello Bracale
2011 J jnl
Discrimination power of long-term heart rate variability measures for chronic heart failure detection.
Medical Biol. Eng. Comput.
Paolo Melillo, Roberta Fusco, Mario Sansone, Marcello Bracale, Leandro Pecchia
2011 — conf
Selection of Suspicious ROIs in Breast DCE-MRI.
ICIAP (1)
Roberta Fusco, Mario Sansone, Carlo Sansone, Antonella Petrillo