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Elenco Pubblicazioni - Publications (1521)

A Novel Approach to Distributed Model Aggregation using Apache Kafka

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AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving

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E. Sebastiani, P. Angeletti, G. Bacci, R. de Gaudenzi, M. Luise, and L. Sanguinetti, “Mega Antenna Formation of Satellite Arrays,” in Proc. Intl. Commun. Satellite Systems Conf. (ICSSC), Bradford, UK, Oct. 2023.

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Recently, distributed antenna technology based on formation of arrays (FoA) has been proposed in the framework of non-terrestrial network (NTN) integration to provide 5G-like mobile satellite services. To obtain the desired benefits in terms of…
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Berti, A., Buongiorno, R., Carloni, G., ... & Colantonio, S. (2023, May). Exploring the potential and challenges of AI in clinical diagnostics and remote assistance of individuals. In Conv Naz CINI sull'Intelligenza Artificiale (ITAL-IA)

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Innovative technologies powered by Artificial Intelligence have the big potential to support new models of care delivery, disease prevention and quality of life promotion. The ultimate goal is a paradigm shift towards more personalized, accessible,…
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Carloni, G., Pachetti, E., & Colantonio, S. (2023). Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 2616-2624).

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In this paper, we present a novel method for the automatic classification of medical images that learns and leverages weak causal signals in the image. Our framework consists of a convolutional neural network backbone and…
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