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Journal Articles
- 2024
[j2]Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel:
Generative feature-driven image replay for continual learning. Image Vis. Comput. 150: 105187 (2024)- [j1]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: 103064 (2024)
Conference and Workshop Papers
- 2023
- [c10]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: 141-154 - 2022
- [c9]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 in Tuberculosis. MICCAI (8) 2022: 287-297 - 2021
- [c8]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 - [c7]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 - 2020
- [c6]Herman Galioulline, Andrea Giovannini:
Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning. AMIA 2020 - [c5]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 - [c4]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: 1-4 - 2019
- [c3]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: 1-4 - 2018
- [c2]Matthias Reumann, Andrea Giovannini, Bartosz Nadworny, Christoph Auer, Ivan Girardi, Chiara Marchiori:
Cognitive DDx Assistant in Rare Diseases. EMBC 2018: 3244-3247 - 1999
- [c1]Paolo Ciancarini, Andrea Giovannini, Davide Rossi:
Mobility and Coordination for Distributed Java Applications. Advances in Distributed Systems 1999: 402-426
Informal and Other Publications
- 2023
- [i7]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 abs/2307.07093 (2023) - 2022
- [i6]Ben Schaper, Christopher Lohse, Marcell Streile, Andrea Giovannini, Richard Osuala:
Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics. CoRR abs/2210.14174 (2022) - [i5]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 in Tuberculosis. CoRR abs/2210.14377 (2022) - 2021
- [i4]Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel:
Match What Matters: Generative Implicit Feature Replay for Continual Learning. CoRR abs/2106.05350 (2021) - [i3]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 abs/2108.00316 (2021) - [i2]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 abs/2110.15002 (2021) - 2020
- [i1]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 abs/2011.04548 (2020)
Coauthor Index
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last updated on 2024-09-18 01:11 CEST by the dblp team
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