Michela Gravina

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Motion Correction

Pulmonary Embolism

Top Venues

Publications

Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín, Carlo Sansone, Paolo Soda
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data. Artif. Intell. Medicine 149 (2024)
Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone
Responsible and Reliable AI at PICUS Lab. Ital-IA (2023)
Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Marco Micheletto, Stefano Marrone, Wanda Nocerino, Angela Procaccino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. Inf. 14 (8) (2023)
Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone
AI-Powered Learning: Personalizing Education for each Student. Ital-IA (2023)
Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Angela Procaccino, Wanda Nocerino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project. Ital-IA (2023)
Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication. Ital-IA (2023)
Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection. IET Biom. 12 (2) (2023)
Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
FEAD-D: Facial Expression Analysis in Deepfake Detection. ICIAP (2) (2023)
Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets. DeLTA (2023)
Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone
Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA (2023)
Antonio Bosco, Salvatore Capuozzo, Biase Celano, Michela Gravina, Stefano Marrone, Maria Paola Maurelli, Vincenzo Moscato, Giuseppe Pontillo, Marco Postiglione, Antonio Maria Rinaldi, Laura Rinaldi, Cristiano Russo, Giancarlo Sperlì, Cristian Tommasino, Giuseppe Cringoli, Carlo Sansone
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA (2023)
Michela Gravina, Stefano Marrone, Carlo Sansone
Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution. CLEF (Working Notes) (2023)
Aniello De Santo, Antonio Galli, Michela Gravina, Vincenzo Moscato, Giancarlo Sperlì
Deep Learning for HDD Health Assessment: An Application Based on LSTM. IEEE Trans. Computers 71 (1) (2022)
Salvatore Capuozzo, Michela Gravina, Gianluca Gatta, Stefano Marrone, Carlo Sansone
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification. J. Imaging 8 (12) (2022)
Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
LessonAble: Leveraging Deep Fakes in MOOC Content Creation. ICIAP (1) (2022)
Michela Gravina, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone
Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer. ICPR (2022)
Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone
Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion. ICIAP (1) (2022)
Michela Gravina, Stefano Marrone, Mario Sansone, Carlo Sansone
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI. Pattern Recognit. Lett. 145 (2021)
Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone
Deep learning in the ultrasound evaluation of neonatal respiratory status. ICPR (2020)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
Developing a Smart PACS: CBIR System Using Deep Learning. ICPR Workshops (2) (2020)
Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone
Deep learning in the ultrasound evaluation of neonatal respiratory status. CoRR (2020)
Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì
A Business Reputation Methodology Using Social Network Analysis. I-SPAN (2019)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI. ICIAP (2) (2019)
Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification. CAIP (2) (2019)