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Gabriele Piantadosi
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Chatbots Meet eHealth: Automatizing Healthcare.
F Amato, S Marrone, V Moscato, G Piantadosi, A Picariello, C Sansone
WAIAH@ AI* IA, 40-49, 2017
1042017
Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks
G Piantadosi, M Sansone, R Fusco, C Sansone
Artificial Intelligence in Medicine 103, 101781, 2020
642020
Machine learning applications in head and neck radiation oncology: lessons from open-source radiomics challenges
H Elhalawani, TA Lin, S Volpe, ASR Mohamed, AL White, J Zafereo, ...
Frontiers in oncology 8, 294, 2018
402018
DCE-MRI breast lesions segmentation with a 3TP U-Net deep convolutional neural network
G Piantadosi, S Marrone, A Galli, M Sansone, C Sansone
2019 IEEE 32nd International Symposium on Computer-Based Medical Systems …, 2019
342019
Breast segmentation in MRI via U-Net deep convolutional neural networks
G Piantadosi, M Sansone, C Sansone
2018 24th international conference on pattern recognition (ICPR), 3917-3922, 2018
322018
The Kubic FLOTAC microscope (KFM): a new compact digital microscope for helminth egg counts
G Cringoli, A Amadesi, MP Maurelli, B Celano, G Piantadosi, A Bosco, ...
Parasitology 148 (4), 427-434, 2021
312021
HOLMeS: EHealth in the big data and deep learning era
F Amato, S Marrone, V Moscato, G Piantadosi, A Picariello, C Sansone
Information 10 (2), 34, 2019
292019
A Comprehensive Computer-Aided Diagnosis for Breast T1w DCE-MRI via Quantitative Dynamical Features and Spatio-Temporal Local Binary Patterns
G Piantadosi, S Marrone, R Fusco, M Sansone, C Sansone
IET Computer Vision, 2018
29*2018
Automatic lesion detection in breast DCE-MRI
S Marrone, G Piantadosi, R Fusco, A Petrillo, M Sansone, C Sansone
Image Analysis and Processing–ICIAP 2013: 17th International Conference …, 2013
282013
An investigation of deep learning for lesions malignancy classification in breast DCE-MRI
S Marrone, G Piantadosi, R Fusco, A Petrillo, M Sansone, C Sansone
Image Analysis and Processing-ICIAP 2017: 19th International Conference …, 2017
262017
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI
S Marrone, G Piantadosi, R Fusco, A Petrillo, M Sansone, C Sansone
2016 23rd International Conference on Pattern Recognition (ICPR), 1472-1477, 2016
252016
Reproducibility of deep CNN for biomedical image processing across frameworks and architectures
S Marrone, S Olivieri, G Piantadosi, C Sansone
2019 27th european signal processing conference (eusipco), 1-5, 2019
172019
A novel model-based measure for quality evaluation of image registration techniques in DCE-MRI
S Marrone, G Piantadosi, R Fusco, A Petrillo, M Sansone, C Sansone
2014 IEEE 27th international symposium on computer-based medical systems …, 2014
172014
Data-driven selection of motion correction techniques in breast DCE-MRI
G Piantadosi, S Marrone, R Fusco, A Petrillo, M Sansone, C Sansone
2015 IEEE International Symposium on Medical Measurements and Applications …, 2015
142015
On reproducibility of deep convolutional neural networks approaches
G Piantadosi, S Marrone, C Sansone
Reproducible Research in Pattern Recognition: Second International Workshop …, 2019
122019
LBP-TOP for volume lesion classification in breast DCE-MRI
G Piantadosi, R Fusco, A Petrillo, M Sansone, C Sansone
Image Analysis and Processing—ICIAP 2015: 18th International Conference …, 2015
112015
3TP-CNN: radiomics and deep learning for lesions classification in DCE-MRI
M Gravina, S Marrone, G Piantadosi, M Sansone, C Sansone
Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
102019
A secure, scalable and versatile multi-layer client–server architecture for remote intelligent data processing
G Piantadosi, S Marrone, M Sansone, C Sansone
Journal of Reliable Intelligent Environments 1, 173-187, 2015
102015
A secure osirix plug-in for detecting suspicious lesions in breast dce-mri
G Piantadosi, S Marrone, M Sansone, C Sansone
Algorithms and Architectures for Parallel Processing: 13th International …, 2013
92013
A pipelined tracer-aware approach for lesion segmentation in breast DCE-MRI
A Galli, S Marrone, G Piantadosi, M Sansone, C Sansone
Journal of imaging 7 (12), 276, 2021
72021
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