Michela Gravina

38 papers B 2Journal 13Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms.
Pattern Recognit. Lett.
Michela Gravina, Giuseppe Pontillo, Zeena Shawa, James H. Cole, Carlo Sansone
2026 J jnl
Toward Resilient AI in Medical Imaging: Handling and Mining Multiple Sources of Data.
SN Comput. Sci.
Michela Gravina, Adriano De Simone, Giuseppe Pontillo, Zeena Shawa, Stefano Marrone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, James H. Cole, Mario Sansone, Carlo Sansone
2025 — conf
Carbon Nanoparticles in Breast Cell Imaging for CNN-Based Tumor Detection.
ICIAP (Workshops 2)
Michela Gravina, Salvatore Capuozzo, Gaetano Saviano, Julian Gortz, Valeria Panzetta, Carmela Russo, Mariano Sirignano, Paolo Antonio Netti, Carlo Sansone
2025 — conf
The BullyBuster Research Center: a multidisciplinary approach to digital and social violence.
Ital-IA
Giulia Orrù, Guido Colaiacovo, Sara Concas, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Wanda Nocerino, Angela Procaccino, Giovanni Puglisi, Lucia Sarcinella, Enrico Santoro, Grazia Terrone, Alessandro Valenti, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
2025 — conf
Transforming healthcare with AI: the work of CINI-AIIS at Federico II University.
Ital-IA
Mariano Barone, Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Simona Fioretto, Kyriakos Kristofer Georgiou, Michela Gravina, Julian Gortz, Lidia Marassi, Stefano Marrone, Enea Vincenzo Napolitano, Valeria Panzetta, Giuseppe Pontillo, Giuseppe Riccio, Antonio Romano, Cristiano Russo, Carmela Russo, Cristian Tommasino, Mariano Sirignano, Konstantinos Siettos, Elio Masciari, Antonio Maria Rinaldi, Paolo Antonio Netti, Vincenzo Moscato, Carlo Sansone
2025 — conf
Truth or Lie: An Audio-Visual Approach to Deception Detection.
ICIAP (2)
Antonio Galli, Michela Gravina, Antonio Elia Pascarella, Francesco Di Serio, Daiana Cipollaro, Vincenzo Moscato, Carlo Sansone
2024 J jnl
A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction.
Big Data Cogn. Comput.
Anna Annunziata, Salvatore Cappabianca, Salvatore Capuozzo, Nicola Coppola, Camilla Di Somma, Ludovico Docimo, Giuseppe Fiorentino, Michela Gravina, Lidia Marassi, Stefano Marrone, Domenico Parmeggiani, Giorgio Emanuele Polistina, Alfonso Reginelli, Caterina Sagnelli, Carlo Sansone
2024 J jnl
A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets.
IEEE J. Biomed. Health Informatics
Michela Gravina, Massimo Maddaluno, Stefano Marrone, Mario Sansone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, Carlo Sansone
2024 — conf
AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Ital-IA
Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Enea Vincenzo Napolitano, Giuseppe Pontillo, Marco Postiglione, Cristiano Russo, Cristian Tommasino, Antonio Maria Rinaldi, Vincenzo Moscato, Carlo Sansone
2024 J jnl
Automating parasite egg detection: insights from the first AI-KFM challenge.
Frontiers Artif. Intell.
Salvatore Capuozzo, Stefano Marrone, Michela Gravina, Giuseppe Cringoli, Laura Rinaldi, Maria Paola Maurelli, Antonio Bosco, Giulia Orrù, Gian Luca Marcialis, Luca Ghiani, Stefano Bini, Alessia Saggese, Mario Vento, Carlo Sansone
2024 J jnl
Cross-Modality Calibration in Multi-Input Network for Axillary Lymph Node Metastasis Evaluation.
IEEE Trans. Artif. Intell.
Michela Gravina, Domiziana Santucci, Ermanno Cordelli, Paolo Soda, Carlo Sansone
2024 J jnl
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data.
Artif. Intell. Medicine
Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín, Carlo Sansone, Paolo Soda
2024 — conf
Multimodality Calibration in 3D Multi Input-Multi Output Network for Dementia Diagnosis with Incomplete Acquisitions.
S+SSPR
Adriano De Simone, Michela Gravina, Carlo Sansone
2024 — ed.
Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024.
Ital-IA
Sergio Di Martino, Carlo Sansone, Elio Masciari, Silvia Rossi, Michela Gravina
2024 — conf
Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Ital-IA
Flora Amato, Giovanni Maria De Filippis, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Vincenzo Moscato, Antonio Maria Rinaldi, Cristiano Russo, Carlo Sansone, Cristian Tommasino
2023 — conf
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab.
Ital-IA
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
2023 — conf
AI-Powered Learning: Personalizing Education for each Student.
Ital-IA
Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone
2023 — conf
Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab.
Ital-IA
Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone
2023 J jnl
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection.
IET Biom.
Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone
2023 — conf
Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution.
CLEF (Working Notes)
Michela Gravina, Stefano Marrone, Carlo Sansone
2023 J jnl
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project.
Inf.
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
2023 — conf
FEAD-D: Facial Expression Analysis in Deepfake Detection.
ICIAP (2)
Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
2023 — conf
Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication.
Ital-IA
Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
2023 — conf
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets.
DeLTA
Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone
2023 — conf
Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project.
Ital-IA
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
2023 — conf
Responsible and Reliable AI at PICUS Lab.
Ital-IA
Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone
2022 J jnl
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification.
J. Imaging
Salvatore Capuozzo, Michela Gravina, Gianluca Gatta, Stefano Marrone, Carlo Sansone
2022 J jnl
Deep Learning for HDD Health Assessment: An Application Based on LSTM.
IEEE Trans. Computers
Aniello De Santo, Antonio Galli, Michela Gravina, Vincenzo Moscato, Giancarlo Sperlì
2022 B conf
Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer.
ICPR
Michela Gravina, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone
2022 — conf
LessonAble: Leveraging Deep Fakes in MOOC Content Creation.
ICIAP (1)
Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
2022 — conf
Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion.
ICIAP (1)
Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone
2021 J jnl
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI.
Pattern Recognit. Lett.
Michela Gravina, Stefano Marrone, Mario Sansone, Carlo Sansone
2020 B conf
Deep learning in the ultrasound evaluation of neonatal respiratory status.
ICPR
Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone
2020 J jnl
Deep learning in the ultrasound evaluation of neonatal respiratory status.
CoRR
Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone
2020 — conf
Developing a Smart PACS: CBIR System Using Deep Learning.
ICPR Workshops (2)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
2019 — conf
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI.
ICIAP (2)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
2019 — conf
A Business Reputation Methodology Using Social Network Analysis.
I-SPAN
Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì
2019 — conf
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification.
CAIP (2)
Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone