Follow
Michela Gravina
Title
Cited by
Cited by
Year
Deep Learning for HDD health assessment: An application based on LSTM
A De Santo, A Galli, M Gravina, V Moscato, G Sperlì
IEEE Transactions on Computers 71 (1), 69-80, 2020
742020
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
272021
Stratification of multiple sclerosis patients using unsupervised machine learning: a single-visit MRI-driven approach
G Pontillo, S Penna, S Cocozza, M Quarantelli, M Gravina, R Lanzillo, ...
European Radiology 32 (8), 5382-5391, 2022
182022
Machine learning and clinical-radiological characteristics for the classification of prostate cancer in pi-rads 3 lesions
M Gravina, L Spirito, G Celentano, M Capece, M Creta, G Califano, ...
Diagnostics 12 (7), 1565, 2022
152022
CNN-based approaches with different tumor bounding options for lymph node status prediction in breast DCE-MRI
D Santucci, E Faiella, M Gravina, E Cordelli, C de Felice, ...
Cancers 14 (19), 4574, 2022
122022
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
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
Computer Analysis of Images and Patterns: 18th International Conference …, 2019
72019
Leveraging CycleGAN in lung CT Sinogram-free kernel conversion
M Gravina, S Marrone, L Docimo, M Santini, A Fiorelli, D Parmeggiani, ...
International Conference on Image Analysis and Processing, 100-110, 2022
62022
Lessonable: leveraging deep fakes in MOOC content creation
C Sannino, M Gravina, S Marrone, G Fiameni, C Sansone
International Conference on Image Analysis and Processing, 27-37, 2022
42022
A multimodal knowledge-based deep learning approach for mgmt promoter methylation identification
S Capuozzo, M Gravina, G Gatta, S Marrone, C Sansone
Journal of Imaging 8 (12), 321, 2022
32022
Developing a smart PACS: CBIR system using deep learning
M Gravina, S Marrone, G Piantadosi, V Moscato, C Sansone
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
32021
Deep learning in the ultrasound evaluation of neonatal respiratory status
M Gravina, D Gragnaniello, L Verdoliva, G Poggi, I Corsini, C Dani, ...
2020 25th international conference on pattern recognition (ICPR), 10493-10499, 2021
22021
Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data
M Gravina, A García-Pedrero, C Gonzalo-Martín, C Sansone, P Soda
Artificial Intelligence in Medicine 149, 102774, 2024
12024
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets
A Galli, M Gravina, S Marrone, C Sansone
International Conference on Deep Learning Theory and Applications, 370-384, 2023
12023
Ai-powered learning: Personalizing education for each student
F Amato, A Galli, M Gravina, L Marassi, S Marrone, C Sansone
3rd CINI National Conference on Artificial Intelligence (ITAL-IA 2023), in …, 2023
12023
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection
A Galli, M Gravina, S Marrone, D Mattiello, C Sansone
IET Biometrics 12 (2), 102-111, 2023
12023
Analyzing the similarity between artificial and training images in generative models: The picuslabmed contribution
M Gravina, S Marrone, C Sansone
CLEF2023 Working Notes, CEUR Workshop Proceedings, Thessaloniki, Greece, 2023
12023
Evaluating tumour bounding options for deep learning-based axillary lymph node metastasis prediction in breast cancer
M Gravina, E Cordelli, D Santucci, P Soda, C Sansone
2022 26th International Conference on Pattern Recognition (ICPR), 4335-4342, 2022
12022
A Business Reputation Methodology Using Social Network Analysis
A Galli, M Gravina, V Moscato, A Picariello, C Sansone, G Sperlí
Pervasive Systems, Algorithms and Networks: 16th International Symposium, I …, 2019
12019
Assessing brain involvement in Fabry disease with deep learning and the brain‐age paradigm
A Montella, M Tranfa, A Scaravilli, F Barkhof, A Brunetti, J Cole, M Gravina, ...
Human brain mapping 45 (5), e26599, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–20