Andrea Giovannini

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 17

Top Topics

Transfer Learning

Outcome Prediction

Automatic Text Summarization

Top Venues

Medical Image Anal.

Publications

Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond. Medical Image Anal. 93 (2024)
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction. CoRR (2023)
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction. ML4MHD (2023)
Ben Schaper, Christopher Lohse, Marcell Streile, Andrea Giovannini, Richard Osuala
Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics. CoRR (2022)
Niharika S. D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodriguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis. MICCAI (8) (2022)
Niharika S. D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodriguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis. CoRR (2022)
Ivan Girardi, Panagiotis Vagenas, Dario Arcos-Díaz, Lydia Bessaï, Alexander Büsser, Ludovico Furlan, Raffaello Furlan, Mauro Gatti, Andrea Giovannini, Ellen Hoeven, Chiara Marchiori
On the explainability of hospitalization prediction on a large COVID-19 patient dataset. AMIA (2021)
Joy T. Wu, Nkechinyere N. Agu, Ismini Lourentzou, Arjun Sharma, Joseph A. Paguio, Jasper S. Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo A. Celi, Mehdi Moradi
Chest ImaGenome Dataset for Clinical Reasoning. CoRR (2021)
Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel
Match What Matters: Generative Implicit Feature Replay for Continual Learning. CoRR (2021)
Joy T. Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Alexander Paguio, Jasper Seth Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Mehdi Moradi
Chest ImaGenome Dataset for Clinical Reasoning. NeurIPS Datasets and Benchmarks (2021)
Ivan Girardi, Panagiotis Vagenas, Dario Arcos-Díaz, Lydia Bessaï, Alexander Büsser, Ludovico Furlan, Raffaello Furlan, Mauro Gatti, Andrea Giovannini, Ellen Hoeven, Chiara Marchiori
On the explainability of hospitalization prediction on a large COVID-19 patient dataset. CoRR (2021)
Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri Saenz
Artificial Intelligence Decision Support for Medical Triage. CoRR (2020)
Andrea Giovannini, Jacopo Nanni, Giacomo Paolini, Federico Perini, Enrico Lenzi, Jean-Luc Polleux, Jean-Marc Laheurte, Diego Masotti, Giovanni Tartarini
Radio over Fiber-driven Time Modulated Array Antennas for Efficient Beamforming within In-Building Environments. ECOC (2020)
Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri L. Saenz
Artificial Intelligence Decision Support for Medical Triage. AMIA (2020)
Herman Galioulline, Andrea Giovannini
Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning. AMIA (2020)
Jacopo Nanni, Andrea Giovannini, Simone Rusticelli, Federico Perini, Jader Monari, Enrico Lenzi, Giovanni Tartarini
Challenges Due to Rayleigh Backscattering in Radio over Fibre Links for the Square Kilometre Array Radio-Telescope. ICTON (2019)
Matthias Reumann, Andrea Giovannini, Bartosz Nadworny, Christoph Auer, Ivan Girardi, Chiara Marchiori
Cognitive DDx Assistant in Rare Diseases. EMBC (2018)
Paolo Ciancarini, Andrea Giovannini, Davide Rossi
Mobility and Coordination for Distributed Java Applications. Advances in Distributed Systems (1999)