Roberta Fusco

According to our database, Roberta Fusco authored at least 17 papers between 2011 and 2024.

Collaborative distances:

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

2024

A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets.

Michela Gravina, Massimo Maddaluno, Stefano Marrone, Mario Sansone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, Carlo Sansone

IEEE J. Biomed. Health Informatics, November, 2024

2020

Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks.

Gabriele Piantadosi, Mario Sansone, Roberta Fusco, Carlo Sansone

Artif. Intell. Medicine, 2020

2019

Radiomic features analysis by digital breast tomosynthesis and contrast-enhanced dual-energy mammography to detect malignant breast lesions.

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

Biomed. Signal Process. Control., 2019

2018

Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns.

Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Mario Sansone, Carlo Sansone

IET Comput. Vis., 2018

2017

An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016

Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

A geometrical perspective on the 3TP method in DCE-MRI.

Mario Sansone, Roberta Fusco, Antonella Petrillo

Biomed. Signal Process. Control., 2015

Data-driven selection of motion correction techniques in breast DCE-MRI.

Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

LBP-TOP for Volume Lesion Classification in Breast DCE-MRI.

Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

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

PhD thesis, 2013

Automatic Lesion Detection in Breast DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

A Multiple Classifier System for Classification of Breast Lesions Using Dynamic and Morphological Features in DCE-MRI.

Roberta Fusco, Mario Sansone, Antonella Petrillo, Carlo Sansone

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Segmentation and classification of breast lesions using dynamic and textural features in Dynamic Contrast Enhanced-Magnetic Resonance Imaging.

Roberta Fusco, Mario Sansone, Carlo Sansone, Antonella Petrillo

Proceedings of CBMS 2012, 2012

2011

An expectation-maximisation approach for simultaneous pixel classification and tracer kinetic modelling in dynamic contrast enhanced-magnetic resonance imaging.

Mario Sansone, Roberta Fusco, Antonella Petrillo, Mario Petrillo, Marcello Bracale

Medical Biol. Eng. Comput., 2011

Discrimination power of long-term heart rate variability measures for chronic heart failure detection.

Paolo Melillo, Roberta Fusco, Mario Sansone, Marcello Bracale, Leandro Pecchia

Medical Biol. Eng. Comput., 2011

Selection of Suspicious ROIs in Breast DCE-MRI.

Roberta Fusco, Mario Sansone, Carlo Sansone, Antonella Petrillo

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011