Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection
Galli, Antonio, Gravina, Michela, Marrone, Stefano, Mattiello, Domenico, Sansone, Carlo
Published in IET biometrics (01.03.2023)
Published in IET biometrics (01.03.2023)
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Journal Article
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification
Capuozzo, Salvatore, Gravina, Michela, Gatta, Gianluca, Marrone, Stefano, Sansone, Carlo
Published in Journal of imaging (01.12.2022)
Published in Journal of imaging (01.12.2022)
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Journal Article
CNN-Based Approaches with Different Tumor Bounding Options for Lymph Node Status Prediction in Breast DCE-MRI
Santucci, Domiziana, Faiella, Eliodoro, Gravina, Michela, Cordelli, Ermanno, de Felice, Carlo, Beomonte Zobel, Bruno, Iannello, Giulio, Sansone, Carlo, Soda, Paolo
Published in Cancers (21.09.2022)
Published in Cancers (21.09.2022)
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Journal Article
3T-MRI Artificial Intelligence in Patients with Invasive Breast Cancer to Predict Distant Metastasis Status: A Pilot Study
Calabrese, Alessandro, Santucci, Domiziana, Gravina, Michela, Faiella, Eliodoro, Cordelli, Ermanno, Soda, Paolo, Iannello, Giulio, Sansone, Carlo, Zobel, Bruno Beomonte, Catalano, Carlo, de Felice, Carlo
Published in Cancers (01.01.2023)
Published in Cancers (01.01.2023)
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Journal Article
Automating parasite egg detection: insights from the first AI-KFM challenge
Capuozzo, Salvatore, Marrone, Stefano, Gravina, Michela, Cringoli, Giuseppe, Rinaldi, Laura, Maurelli, Maria Paola, Bosco, Antonio, Orrù, Giulia, Marcialis, Gian Luca, Ghiani, Luca, Bini, Stefano, Saggese, Alessia, Vento, Mario, Sansone, Carlo
Published in Frontiers in artificial intelligence (29.08.2024)
Published in Frontiers in artificial intelligence (29.08.2024)
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Journal Article
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project
Orrù, Giulia, Galli, Antonio, Gattulli, Vincenzo, Gravina, Michela, Micheletto, Marco, Marrone, Stefano, Nocerino, Wanda, Procaccino, Angela, Terrone, Grazia, Curtotti, Donatella, Impedovo, Donato, Marcialis, Gian Luca, Sansone, Carlo
Published in Information (Basel) (01.08.2023)
Published in Information (Basel) (01.08.2023)
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Journal Article
Machine Learning and Clinical-Radiological Characteristics for the Classification of Prostate Cancer in PI-RADS 3 Lesions
Gravina, Michela, Spirito, Lorenzo, Celentano, Giuseppe, Capece, Marco, Creta, Massimiliano, Califano, Gianluigi, Collà Ruvolo, Claudia, Morra, Simone, Imbriaco, Massimo, Di Bello, Francesco, Sciuto, Antonio, Cuocolo, Renato, Napolitano, Luigi, La Rocca, Roberto, Mirone, Vincenzo, Sansone, Carlo, Longo, Nicola
Published in Diagnostics (Basel) (28.06.2022)
Published in Diagnostics (Basel) (28.06.2022)
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Journal Article
Deep Learning for HDD Health Assessment: An Application Based on LSTM
De Santo, Aniello, Galli, Antonio, Gravina, Michela, Moscato, Vincenzo, Sperli, Giancarlo
Published in IEEE transactions on computers (01.01.2022)
Published in IEEE transactions on computers (01.01.2022)
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Journal Article
A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets
Gravina, Michela, Maddaluno, Massimo, Marrone, Stefano, Sansone, Mario, Fusco, Roberta, Granata, Vincenza, Petrillo, Antonella, Sansone, Carlo
Published in IEEE journal of biomedical and health informatics (14.08.2024)
Published in IEEE journal of biomedical and health informatics (14.08.2024)
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Journal Article
Stratification of multiple sclerosis patients using unsupervised machine learning: a single-visit MRI-driven approach
Pontillo, Giuseppe, Penna, Simone, Cocozza, Sirio, Quarantelli, Mario, Gravina, Michela, Lanzillo, Roberta, Marrone, Stefano, Costabile, Teresa, Inglese, Matilde, Morra, Vincenzo Brescia, Riccio, Daniele, Elefante, Andrea, Petracca, Maria, Sansone, Carlo, Brunetti, Arturo
Published in European radiology (01.08.2022)
Published in European radiology (01.08.2022)
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Journal Article
Assessing brain involvement in Fabry disease with deep learning and the brain-age paradigm
Montella, Alfredo, Tranfa, Mario, Scaravilli, Alessandra, Barkhof, Frederik, Brunetti, Arturo, Cole, James, Gravina, Michela, Marrone, Stefano, Riccio, Daniele, Riccio, Eleonora, Sansone, Carlo, Spinelli, Letizia, Petracca, Maria, Pisani, Antonio, Cocozza, Sirio, Pontillo, Giuseppe
Published in Human brain mapping (01.04.2024)
Published in Human brain mapping (01.04.2024)
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Journal Article
Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer
Gravina, Michela, Cordelli, Ermanno, Santucci, Domiziana, Soda, Paolo, Sansone, Carlo
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21.08.2022)
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21.08.2022)
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Conference Proceeding
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification
Galli, Antonio, Gravina, Michela, Marrone, Stefano, Piantadosi, Gabriele, Sansone, Mario, Sansone, Carlo
Published in Computer Analysis of Images and Patterns
Published in Computer Analysis of Images and Patterns
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Book Chapter
Deep learning in the ultrasound evaluation of neonatal respiratory status
Gravina, Michela, Gragnaniello, Diego, Verdoliva, Luisa, Poggi, Giovanni, Corsini, Iuri, Dani, Carlo, Meneghin, Fabio, Lista, Gianluca, Aversa, Salvatore, Raimondi, Francesco, Migliaro, Fiorella, Sansone, Carlo
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding