Michela Gravina

According to our database, Michela Gravina authored at least 38 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multimodal Stepwise Clinically-Guided Attention Learning for Pathological Complete Response Prediction in Breast Cancer.

Alice Natalina Caragliano, Valerio Guarrasi, Michela Gravina, Carlo Sansone, Paolo Soda

CoRR, May, 2026

Toward Resilient AI in Medical Imaging: Handling and Mining Multiple Sources of Data.

Michela Gravina, Adriano De Simone, Giuseppe Pontillo, Zeena Shawa, Stefano Marrone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, James H. Cole, Mario Sansone, Carlo Sansone

SN Comput. Sci., March, 2026

Assessing demographic bias in brain age prediction models using multiple deep learning paradigms.

Michela Gravina, Giuseppe Pontillo, Zeena Shawa, James H. Cole, Carlo Sansone

Pattern Recognit. Lett., 2026

2025

The BullyBuster Research Center: a multidisciplinary approach to digital and social violence.

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

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Transforming healthcare with AI: the work of CINI-AIIS at Federico II University.

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

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Carbon Nanoparticles in Breast Cell Imaging for CNN-Based Tumor Detection.

Michela Gravina, Salvatore Capuozzo, Gaetano Saviano, Julian Gortz, Valeria Panzetta, Carmela Russo, Mariano Sirignano, Paolo Antonio Netti, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Truth or Lie: An Audio-Visual Approach to Deception Detection.

Antonio Galli, Michela Gravina, Antonio Elia Pascarella, Francesco Di Serio, Daiana Cipollaro, Vincenzo Moscato, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2025, 2025

2024

A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets.

Michela Gravina, Massimo Maddaluno, Stefano Marrone, Mario Sansone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, Carlo Sansone

IEEE J. Biomed. Health Informatics, November, 2024

Cross-Modality Calibration in Multi-Input Network for Axillary Lymph Node Metastasis Evaluation.

Michela Gravina, Domiziana Santucci, Ermanno Cordelli, Paolo Soda, Carlo Sansone

IEEE Trans. Artif. Intell., September, 2024

Automating parasite egg detection: insights from the first AI-KFM challenge.

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

Frontiers Artif. Intell., 2024

A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction.

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

Big Data Cogn. Comput., 2024

Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data.

Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín, Carlo Sansone, Paolo Soda

Artif. Intell. Medicine, 2024

Multimodality Calibration in 3D Multi Input-Multi Output Network for Dementia Diagnosis with Incomplete Acquisitions.

Adriano De Simone, Michela Gravina, Carlo Sansone

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2024

AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2023

Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection.

Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone

IET Biom., March, 2023

Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project.

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

Inf., 2023

Responsible and Reliable AI at PICUS Lab.

Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project.

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

Proceedings of the Italia Intelligenza Artificiale, 2023

Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab.

Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication.

Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab.

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

Proceedings of the Italia Intelligenza Artificiale, 2023

AI-Powered Learning: Personalizing Education for each Student.

Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

FEAD-D: Facial Expression Analysis in Deepfake Detection.

Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets.

Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution.

Michela Gravina, Stefano Marrone, Carlo Sansone

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification.

Salvatore Capuozzo, Michela Gravina, Gianluca Gatta, Stefano Marrone, Carlo Sansone

J. Imaging, December, 2022

Artificial Intelligence and Medical Imaging: Handling and Mining Multiple Sources.

Michela Gravina

PhD thesis, 2022

Deep Learning for HDD Health Assessment: An Application Based on LSTM.

Aniello De Santo, Antonio Galli, Michela Gravina, Vincenzo Moscato, Giancarlo Sperlì

IEEE Trans. Computers, 2022

Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer.

Michela Gravina, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone

Proceedings of the 26th International Conference on Pattern Recognition, 2022

LessonAble: Leveraging Deep Fakes in MOOC Content Creation.

Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion.

Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI.

Michela Gravina, Stefano Marrone, Mario Sansone, Carlo Sansone

Pattern Recognit. Lett., 2021

2020

Deep learning in the ultrasound evaluation of neonatal respiratory status.

Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Developing a Smart PACS: CBIR System Using Deep Learning.

Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

A Business Reputation Methodology Using Social Network Analysis.

Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì

Proceedings of the Pervasive Systems, Algorithms and Networks, 2019

3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI.

Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification.

Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

Proceedings of the Computer Analysis of Images and Patterns, 2019