PIANTADOSI, GABRIELE
PIANTADOSI, GABRIELE
A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI
2013 Piantadosi, Gabriele; Marrone, Stefano; Sansone, Mario; Sansone, Carlo
A Novel Model-based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI
2014 Marrone, S.; Piantadosi, Gabriele; Fusco, R.; Petrillo, A.; Sansone, Mario; Sansone, Carlo
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI
2015 Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo
A secure, scalable and versatile multi-layer client–server architecture for remote intelligent data processing
2015 Piantadosi, Gabriele; Marrone, Stefano; Sansone, Mario; Sansone, Carlo
Data-driven selection of motion correction techniques in breast DCE-MRI
2015 Piantadosi, Gabriele; Marrone, Stefano; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo
Automatic Lesion Detection in Breast DCE-MRI
2013 Marrone, Stefano; Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo
Look-Up Tables for Efficient Non-Linear Parameters Estimation
2017 Marrone, Stefano; Piantadosi, Gabriele; Sansone, Mario; Sansone, Carlo
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI
2017 Marrone, Stefano; Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo
Chatbots Meet eHealth: Automatizing Healthcare
2017 Amato, Flora; Marrone, Stefano; Moscato, Vincenzo; Piantadosi, Gabriele; Picariello, Antonio; Sansone, Carlo
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI
2016 Marrone, Stefano; Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns
2018 Piantadosi, Gabriele; Marrone, Stefano; Fusco, Roberta; Sansone, Mario; Sansone, Carlo
Machine learning applications in head and neck radiation oncology: Lessons from open-source radiomics challenges
2018 Elhalawani, Hesham; Lin, Timothy A.; Volpe, Stefania; Mohamed, Abdallah S. R.; White, Aubrey L.; Zafereo, James; Wong, Andrew J.; Berends, Joel E.; Abohashem, Shady; Williams, Bowman; Aymard, Jeremy M.; Kanwar, Aasheesh; Perni, Subha; Rock, Crosby D.; Cooksey, Luke; Campbell, Shauna; Yang, Pei; Nguyen, Khahn; Ger, Rachel B.; Cardenas, Carlos E.; Fave, Xenia J.; Sansone, Carlo; Piantadosi, Gabriele; Marrone, Stefano; Liu, Rongjie; Huang, Chao; Yu, Kaixian; Li, Tengfei; Yu, Yang; Zhang, Youyi; Zhu, Hongtu; Morris, Jeffrey S.; Baladandayuthapani, Veerabhadran; Shumway, John W.; Ghosh, Alakonanda; Pöhlmann, Andrei; Phoulady, Hady A.; Goyal, Vibhas; Canahuate, Guadalupe; Marai, Elisabeta G.; Vock, David; Lai, Stephen Y.; Mackin, Dennis S.; Court, Laurence E.; Freymann, John; Farahani, Keyvan; Kaplathy-Cramer, Jayashree; Fuller, Clifton D.
Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks
2018 Piantadosi, Gabriele; Sansone, Mario; Sansone, Carlo
HOLMeS: eHealth in the Big Data and Deep Learning Era
2019 Amato, Flora; Marrone, Stefano; Moscato, Vincenzo; Piantadosi, Gabriele; Picariello, Antonio; Sansone, Carlo
On Reproducibility of Deep Convolutional Neural Networks Approaches
2019 Piantadosi, Gabriele; Marrone, Stefano; Sansone, Carlo
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification
2019 Galli, Antonio; Gravina, Michela; Marrone, Stefano; Piantadosi, Gabriele; Sansone, Mario; Sansone, Carlo
Skin Lesions Classification: A Radiomics Approach with Deep CNN
2019 Piantadosi, G.; Bovenzi, G.; Argenziano, G.; Moscarella, E.; Parmeggiani, D.; Docimo, L.; Sansone, C.
Reproducibility of deep CNN for biomedical image processing across frameworks and architectures
2019 Marrone, S.; Piantadosi, G.; Olivieri, S.; Sansone, C.
Multi-planar 3D Breast Segmentation in MRI via Deep Convolutional Neural Networks
2020 Piantadosi, Gabriele; Sansone, Mario; Fusco, Roberta; Sansone, Carlo
DCE-MRI breast lesions segmentation with a 3TP U-net deep convolutional neural network
2019 Piantadosi, G.; Marrone, S.; Galli, A.; Sansone, M.; Sansone, C.
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI | 4.1 Articoli in Atti di convegno | 2013 | Piantadosi, Gabriele; Marrone, Stefano; Sansone, Mario; Sansone, Carlo | |
| A Novel Model-based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI | 4.1 Articoli in Atti di convegno | 2014 | Marrone, S.; Piantadosi, Gabriele; Fusco, R.; Petrillo, A.; Sansone, Mario; Sansone, Carlo | |
| LBP-TOP for Volume Lesion Classification in Breast DCE-MRI | 4.1 Articoli in Atti di convegno | 2015 | Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo | |
| A secure, scalable and versatile multi-layer client–server architecture for remote intelligent data processing | 1.1 Articolo in rivista | 2015 | Piantadosi, Gabriele; Marrone, Stefano; Sansone, Mario; Sansone, Carlo | |
| Data-driven selection of motion correction techniques in breast DCE-MRI | 4.1 Articoli in Atti di convegno | 2015 | Piantadosi, Gabriele; Marrone, Stefano; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo | |
| Automatic Lesion Detection in Breast DCE-MRI | 4.1 Articoli in Atti di convegno | 2013 | Marrone, Stefano; Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo | |
| Look-Up Tables for Efficient Non-Linear Parameters Estimation | 2.1 Contributo in volume (Capitolo o Saggio) | 2017 | Marrone, Stefano; Piantadosi, Gabriele; Sansone, Mario; Sansone, Carlo | |
| An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI | 2.1 Contributo in volume (Capitolo o Saggio) | 2017 | Marrone, Stefano; Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo | |
| Chatbots Meet eHealth: Automatizing Healthcare | 4.1 Articoli in Atti di convegno | 2017 | Amato, Flora; Marrone, Stefano; Moscato, Vincenzo; Piantadosi, Gabriele; Picariello, Antonio; Sansone, Carlo | |
| Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI | 4.1 Articoli in Atti di convegno | 2016 | Marrone, Stefano; Piantadosi, Gabriele; Fusco, Roberta; Petrillo, Antonella; Sansone, Mario; Sansone, Carlo | |
| Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns | 1.1 Articolo in rivista | 2018 | Piantadosi, Gabriele; Marrone, Stefano; Fusco, Roberta; Sansone, Mario; Sansone, Carlo | |
| Machine learning applications in head and neck radiation oncology: Lessons from open-source radiomics challenges | 1.1 Articolo in rivista | 2018 | Elhalawani, Hesham; Lin, Timothy A.; Volpe, Stefania; Mohamed, Abdallah S. R.; White, Aubrey L.; Zafereo, James; Wong, Andrew J.; Berends, Joel E.; Abohashem, Shady; Williams, Bowman; Aymard, Jeremy M.; Kanwar, Aasheesh; Perni, Subha; Rock, Crosby D.; Cooksey, Luke; Campbell, Shauna; Yang, Pei; Nguyen, Khahn; Ger, Rachel B.; Cardenas, Carlos E.; Fave, Xenia J.; Sansone, Carlo; Piantadosi, Gabriele; Marrone, Stefano; Liu, Rongjie; Huang, Chao; Yu, Kaixian; Li, Tengfei; Yu, Yang; Zhang, Youyi; Zhu, Hongtu; Morris, Jeffrey S.; Baladandayuthapani, Veerabhadran; Shumway, John W.; Ghosh, Alakonanda; Pöhlmann, Andrei; Phoulady, Hady A.; Goyal, Vibhas; Canahuate, Guadalupe; Marai, Elisabeta G.; Vock, David; Lai, Stephen Y.; Mackin, Dennis S.; Court, Laurence E.; Freymann, John; Farahani, Keyvan; Kaplathy-Cramer, Jayashree; Fuller, Clifton D. | |
| Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks | 4.1 Articoli in Atti di convegno | 2018 | Piantadosi, Gabriele; Sansone, Mario; Sansone, Carlo | |
| HOLMeS: eHealth in the Big Data and Deep Learning Era | 1.1 Articolo in rivista | 2019 | Amato, Flora; Marrone, Stefano; Moscato, Vincenzo; Piantadosi, Gabriele; Picariello, Antonio; Sansone, Carlo | |
| On Reproducibility of Deep Convolutional Neural Networks Approaches | 2.1 Contributo in volume (Capitolo o Saggio) | 2019 | Piantadosi, Gabriele; Marrone, Stefano; Sansone, Carlo | |
| Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification | 4.1 Articoli in Atti di convegno | 2019 | Galli, Antonio; Gravina, Michela; Marrone, Stefano; Piantadosi, Gabriele; Sansone, Mario; Sansone, Carlo | |
| Skin Lesions Classification: A Radiomics Approach with Deep CNN | 4.1 Articoli in Atti di convegno | 2019 | Piantadosi, G.; Bovenzi, G.; Argenziano, G.; Moscarella, E.; Parmeggiani, D.; Docimo, L.; Sansone, C. | |
| Reproducibility of deep CNN for biomedical image processing across frameworks and architectures | 4.1 Articoli in Atti di convegno | 2019 | Marrone, S.; Piantadosi, G.; Olivieri, S.; Sansone, C. | |
| Multi-planar 3D Breast Segmentation in MRI via Deep Convolutional Neural Networks | 1.1 Articolo in rivista | 2020 | Piantadosi, Gabriele; Sansone, Mario; Fusco, Roberta; Sansone, Carlo | |
| DCE-MRI breast lesions segmentation with a 3TP U-net deep convolutional neural network | 4.1 Articoli in Atti di convegno | 2019 | Piantadosi, G.; Marrone, S.; Galli, A.; Sansone, M.; Sansone, C. |