Stefano Marrone
Title
Cited by
Cited by
Year
Chatbots Meet eHealth: Automatizing Healthcare.
F Amato, S Marrone, V Moscato, G Piantadosi, A Picariello, C Sansone
WAIAH@ AI* IA, 40-49, 2017
352017
Automatic lesion detection in breast DCE-MRI
S Marrone, G Piantadosi, R Fusco, A Petrillo, M Sansone, C Sansone
International conference on image analysis and processing, 359-368, 2013
242013
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
232018
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
International conference on image analysis and processing, 479-489, 2017
172017
Comprehensive computer‐aided diagnosis for breast T1‐weighted DCE‐MRI through quantitative dynamical features and spatio‐temporal local binary patterns
G Piantadosi, S Marrone, R Fusco, M Sansone, C Sansone
IET Computer Vision 12 (7), 1007-1017, 2018
162018
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
152016
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
142019
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
132014
A secure osirix plug-in for detecting suspicious lesions in breast dce-mri
G Piantadosi, S Marrone, M Sansone, C Sansone
International Conference on Algorithms and Architectures for Parallel …, 2013
92013
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 (2), 173-187, 2015
82015
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
82015
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
72019
3TP-CNN: radiomics and deep learning for lesions classification in DCE-MRI
M Gravina, S Marrone, G Piantadosi, M Sansone, C Sansone
International Conference on Image Analysis and Processing, 661-671, 2019
52019
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
52019
On reproducibility of deep convolutional neural networks approaches
G Piantadosi, S Marrone, C Sansone
International Workshop on Reproducible Research in Pattern Recognition, 104-109, 2018
52018
Evaluating impacts of motion correction on deep learning approaches for breast DCE-MRI segmentation and classification
A Galli, M Gravina, S Marrone, G Piantadosi, M Sansone, C Sansone
International Conference on Computer Analysis of Images and Patterns, 294-304, 2019
42019
Adversarial perturbations against fingerprint based authentication systems
S Marrone, C Sansone
2019 International Conference on Biometrics (ICB), 1-6, 2019
32019
DAE-CNN: exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI
M Gravina, S Marrone, M Sansone, C Sansone
Pattern Recognition Letters 145, 67-73, 2021
22021
Effects of hidden layer sizing on CNN fine-tuning
S Marrone, C Papa, C Sansone
Future Generation Computer Systems 118, 48-55, 2021
12021
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios
A Galli, S Marrone, V Moscato, C Sansone
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
12021
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