Michela Gravina - Univ Naples Federico II, DIETI, Naples, Italy

基本信息

Career Trajectory

Bio

Michela Gravina received the bachelor’s (cum laude) and master’s (cum laude) degrees in computer science and engineering from the University of Naples “Federico II”, in 2016, 2019, respectively. She is currently working toward the PhD degree in information and communication technology for health in the University of Naples “Federico II”. Her main research interests are in the area of deep learning and big data analytics.

Research Interests

Papers共 37 篇Author StatisticsCo-AuthorSimilar Experts

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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

Italia Intelligenza Artificialepp.348-353, (2024)

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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 JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICSno. 11 (2024): 6764-6777

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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 AND COGNITIVE COMPUTINGno. 12 (2024)

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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

Italia Intelligenza Artificialepp.141-146, (2024)

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

Adriano De Simone,Michela Gravina,Carlo Sansone

Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition and Statistical Techniques in Pattern Recognitionpp.92-101, (2024)

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Multi Input - Multi Output 3D CNN for Dementia Severity Assessment with Incomplete Multimodal Data

Michela Gravina,Angel Garcia-Pedrero,Consuelo Gonzalo-Martin,Carlo Sansone,Paolo Soda

Artificial Intelligence in Medicine（2024）

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

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

IEEE Transactions on Artificial Intelligencepp.1-14, (2024)

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Artificial Intelligence in Breast Cancer Diagnosis: "Synergy-Net" in Campania FESR-POR (european Fund of Regional Development-Regional Operative Program) Research Project

Domenico Parmeggiani,Giancarlo Moccia, Pasquale Luongo,Francesco Miele,Alfredo Allaria, Francesco Torelli,Stefano Marrone,Michela Gravina,Carlo Sansone,Ruggiero Bollino,Roberto Ruggiero,Paola Bassi,Antonella Sciarra,Simona Parisi,Francesca Fisone, Maddalena Claudia Donnarumma, Chiara Colonnese, Paola Della Monica,Marina Di Domenico,Ludovico Docimo,Massimo Agresti

PROCEEDINGS OF NINTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, VOL 1, ICICT 2024 (2024): 301-311

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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 Orru,Gian Luca Marcialis,Luca Ghiani,Stefano Bini,Alessia Saggese,Mario Vento,Carlo Sansone

Frontiers Artif Intell (2024)

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Assessing Brain Involvement in Fabry Disease with Deep Learning and the Brain-Age Paradigm

Alfredo Montella,Mario Tranfa,Alessandra Scaravilli,Frederik Barkhof,Arturo Brunetti,James Cole,Michela Gravina,Stefano Marrone,Daniele Riccio,Eleonora Riccio,Carlo Sansone,Letizia Spinelli,Maria Petracca,Antonio Pisani,Sirio Cocozza,Giuseppe Pontillo

Human Brain Mappingno. 5 (2024)

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