Gabriele Piantadosi

According to our database, Gabriele Piantadosi authored at least 21 papers between 2013 and 2021.

Collaborative distances:

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

2021

A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI.

Antonio Galli, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

J. Imaging, 2021

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

Developing a Smart PACS: CBIR System Using Deep Learning.

Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

HOLMeS: eHealth in the Big Data and Deep Learning Era.

Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone

Inf., 2019

Skin Lesions Classification: A Radiomics Approach with Deep CNN.

Gabriele Piantadosi, Giampaolo Bovenzi, Giuseppe Argenziano, Elvira Moscarella, Domenico Parmeggiani, Ludovico Docimo, Carlo Sansone

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI.

Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures.

Stefano Marrone, Stefano Olivieri, Gabriele Piantadosi, Carlo Sansone

Proceedings of the 27th European Signal Processing Conference, 2019

DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network.

Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification.

Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

Proceedings of the Computer Analysis of Images and Patterns, 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

On Reproducibility of Deep Convolutional Neural Networks Approaches.

Gabriele Piantadosi, Stefano Marrone, Carlo Sansone

Proceedings of the Reproducible Research in Pattern Recognition, 2018

Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks.

Gabriele Piantadosi, Mario Sansone, Carlo Sansone

Proceedings of the 24th International Conference on Pattern Recognition, 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

Chatbots Meet eHealth: Automatizing Healthcare.

Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone

Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 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 secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing.

Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone

J. Reliab. Intell. Environ., 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

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

A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI.

Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone

Proceedings of the Algorithms and Architectures for Parallel Processing, 2013