Gabriele Piantadosi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Convolutional Neural Networks

Top Venues

Publications

Saverio De Vito, Gerardo D'Elia, Sergio Ferlito, Elena Esposito, Gabriele Piantadosi, Girolamo Di Francia
Remote Calibration strategies for Low Cost Air Quality Multisensors: a performance comparison. ISOEN (2024)
Antonio Galli, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI. J. Imaging 7 (12) (2021)
Gabriele Piantadosi, Mario Sansone, Roberta Fusco, Carlo Sansone
Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks. Artif. Intell. Medicine 103 (2020)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
Developing a Smart PACS: CBIR System Using Deep Learning. ICPR Workshops (2) (2020)
Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone
HOLMeS: eHealth in the Big Data and Deep Learning Era. Inf. 10 (2) (2019)
Stefano Marrone, Stefano Olivieri, Gabriele Piantadosi, Carlo Sansone
Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures. EUSIPCO (2019)
Gabriele Piantadosi, Giampaolo Bovenzi, Giuseppe Argenziano, Elvira Moscarella, Domenico Parmeggiani, Ludovico Docimo, Carlo Sansone
Skin Lesions Classification: A Radiomics Approach with Deep CNN. ICIAP Workshops (2019)
Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network. CBMS (2019)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI. ICIAP (2) (2019)
Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification. CAIP (2) (2019)
Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Mario Sansone, Carlo Sansone
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns. IET Comput. Vis. 12 (7) (2018)
Gabriele Piantadosi, Stefano Marrone, Carlo Sansone
On Reproducibility of Deep Convolutional Neural Networks Approaches. RRPR (2018)
Gabriele Piantadosi, Mario Sansone, Carlo Sansone
Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks. ICPR (2018)
Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone
Chatbots Meet eHealth: Automatizing Healthcare. WAIAH@AI*IA (2017)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI. ICIAP (2) (2017)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI. ICPR (2016)
Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI. ICIAP (1) (2015)
Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
Data-driven selection of motion correction techniques in breast DCE-MRI. MeMeA (2015)
Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone
A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing. J. Reliab. Intell. Environ. 1 (2-4) (2015)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI. CBMS (2014)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
Automatic Lesion Detection in Breast DCE-MRI. ICIAP (2) (2013)
Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone
A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI. ICA3PP (2) (2013)