Mario Sansone

46 papers B 6Journal 23Unranked 17
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 — conf
An Explainable AI Approach for Periodontitis Severity Classification from Intraoral Images.
ICHI
Francesca Angelone, Alessandra Franco, Noemi Pisani, Rita Granata, Luca Lavorgna, Mario Sansone, Francesco Amato, Alfonso Maria Ponsiglione
2025 J jnl
Classification of Parotid Tumors with Robust Radiomic Features from DCE- and DW-MRI.
J. Imaging
Francesca Angelone, Silvia Tortora, Francesca Patella, Maria Chiara Bonanno, Maria Teresa Contaldo, Mario Sansone, Gianpaolo Carrafiello, Francesco Amato, Alfonso Maria Ponsiglione
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
2024 J jnl
A general framework for the assessment of scatter correction techniques in digital mammography.
Biomed. Signal Process. Control.
Francesca Angelone, Alfonso Maria Ponsiglione, Roberto Grassi, Francesco Amato, Mario Sansone
2024 — conf
Image denoising based on two widespread algorithms in femtosecond stimulated Raman scattering microscopy.
ICTON
Giovanni Costa, Rajeev Ranjan, Maria Antonietta Ferrara, Mario Sansone, Luigi Sirleto
2024 — conf
Relative intensity noise measurements in SRS microscope based on three femtosecond laser.
ICTON
Rajeev Ranjan, Giovanni Costa, Maria Antonietta Ferrara, Mario Sansone, Luigi Sirleto
2023 J jnl
Diagnostic Applications of Intraoral Scanners: A Systematic Review.
J. Imaging
Francesca Angelone, Alfonso Maria Ponsiglione, Carlo Ricciardi, Giuseppe Cesarelli, Mario Sansone, Francesco Amato
2023 — conf
Image Denoising in Femtosecond Stimulated Raman Scattering Microscopy.
ICTON
Giovanni Costa, Rajeev Ranjan, Maria Antonietta Ferrara, Mario Sansone, Luigi Sirleto
2023 — conf
Noise Investigation in Femtosecond Stimulated Raman Scattering Microscopy.
ICTON
Rajeev Ranjan, Giovanni Costa, Maria Antonietta Ferrara, Mario Sansone, Luigi Sirleto
2022 — conf
Breast Density Analysis on Mammograms: Application of Machine Learning with Textural Features.
MetroXRAINE
Francesca Angelone, Carlo Ricciardi, Gianluca Gatta, Mario Sansone, Alfonso Maria Ponsiglione, Maria Paola Belfiore, Francesco Amato, Roberto Grassi
2022 — conf
Effect of X-ray scatter correction on the estimation of attenuation coefficient in mammography: a simulation study.
MetroXRAINE
Mario Sansone, Alfonso Maria Ponsiglione, Francesca Angelone, Francesco Amato, Roberto Grassi
2021 J jnl
A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI.
J. Imaging
Antonio Galli, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
2021 J jnl
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI.
Pattern Recognit. Lett.
Michela Gravina, Stefano Marrone, Mario Sansone, 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 — conf
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI.
ICIAP (2)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
2019 B conf
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network.
CBMS
Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone
2019 — conf
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification.
CAIP (2)
Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, 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
Automated search of control points in surface-based morphometry.
NeuroImage
Antonietta Canna, Andrea G. Russo, Sara Ponticorvo, Renzo Manara, Alessandro Pepino, Mario Sansone, Francesco Di Salle, Fabrizio Esposito
2018 B conf
Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks.
ICPR
Gabriele Piantadosi, Mario Sansone, Carlo Sansone
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
2017 J jnl
ECG databases for biometric systems: A systematic review.
Expert Syst. Appl.
Mario Merone, Paolo Soda, 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 J jnl
A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing.
J. Reliab. Intell. Environ.
Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone
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
2015 J jnl
Subject identification via ECG fiducial-based systems: Influence of the type of QT interval correction.
Comput. Methods Programs Biomed.
Francesco Gargiulo, Antonio Fratini, Mario Sansone, Carlo Sansone
2015 B conf
Suitability of a low cost system for quantitative motion capture applications.
FG
Antonio Fratini, Francesco Gargiulo, Francesca Lampognana, Vincenzo Moscato, Carlo Sansone, Mario 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
A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI.
ICA3PP (2)
Gabriele Piantadosi, Stefano Marrone, 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 — conf
Individual identification using electrocardiogram morphology.
MeMeA
Antonio Fratini, Mario Sansone, Paolo Bifulco, Maria Romano, Alessandro Pepino, Mario Cesarelli, Giovanni D'Addio
2013 J jnl
Measurement of Intervertebral Cervical Motion by Means of Dynamic X-Ray Image Processing and Data Interpolation.
Int. J. Biomed. Imaging
Paolo Bifulco, Mario Cesarelli, Maria Romano, Antonio Fratini, Mario Sansone
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 J jnl
Automated segmentation of comet assay images using Gaussian filtering and fuzzy clustering.
Medical Biol. Eng. Comput.
Mario Sansone, Olga Zeni, Giovanni Esposito
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 Short-Term Heart Rate Variability Measures for CHF Assessment.
IEEE Trans. Inf. Technol. Biomed.
Leandro Pecchia, Paolo Melillo, Mario Sansone, 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
2010 J jnl
Adaptive removal of gradients-induced artefacts on ECG in MRI: a performance analysis of RLS filtering.
Medical Biol. Eng. Comput.
Mario Sansone, Luciano Mirarchi, Marcello Bracale
2006 J jnl
Antepartum cardiotocography: A study of fetal reactivity in frequency domain.
Comput. Biol. Medicine
Maria Romano, Marcello Bracale, Mario Cesarelli, Marta Campanile, Paolo Bifulco, Marianna De Falco, Mario Sansone, Andrea Di Lieto
2006 J jnl
Foetal heart rate power spectrum response to uterine contraction.
Medical Biol. Eng. Comput.
Maria Romano, Paolo Bifulco, Mario Cesarelli, Mario Sansone, Marcello Bracale