Andrea Giovannini

According to our database1, Andrea Giovannini authored at least 14 papers between 1999 and 2024.

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Bibliography

2024
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond.
Medical Image Anal., 2024

Generative feature-driven image replay for continual learning.
Image Vis. Comput., 2024

2023
MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction.
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

2022
Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics.
CoRR, 2022

Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Match What Matters: Generative Implicit Feature Replay for Continual Learning.
CoRR, 2021

Chest ImaGenome Dataset for Clinical Reasoning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

On the explainability of hospitalization prediction on a large COVID-19 patient dataset.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Radio over Fiber-driven Time Modulated Array Antennas for Efficient Beamforming within In-Building Environments.
Proceedings of the European Conference on Optical Communications, 2020

Artificial Intelligence Decision Support for Medical Triage.
Proceedings of the AMIA 2020, 2020

Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning.
Proceedings of the AMIA 2020, 2020

2019
Challenges Due to Rayleigh Backscattering in Radio over Fibre Links for the Square Kilometre Array Radio-Telescope.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

2018
Cognitive DDx Assistant in Rare Diseases.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

1999
Mobility and Coordination for Distributed Java Applications.
Proceedings of the Advances in Distributed Systems, 1999


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