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Elenco Pubblicazioni - Publications (1272)

Kumar, V., Cicconetti, C., Conti, M., & Passarella, A. (2023). Routing in Quantum Repeater Networks with Mixed Noise Figures. arXiv preprint arXiv:2310.08990

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Abstract—Quantum network holds the key to the next generation of secure communication, long-distance communication, and quantum internet. Due to inherent quantum effects, routing in the quantum network is a major challenge. This study explores a…
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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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Carloni, G., Berti, A., & Colantonio, S. (2023). The role of causality in explainable artificial intelligence. arXiv preprint arXiv:2309.09901.

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Causality and eXplainable Artificial Intelligence (XAI) have developed as separate fields in computer science, even though the underlying concepts of causation and explanation share common ancient roots. This is further enforced by the lack of…
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Xue, Y., Du, Y., Carloni, G., Pachetti, E., Jordan, C., & Tsaftaris, S. A. (2023). Cine cardiac MRI reconstruction using a convolutional recurrent network with refinement. arXiv preprint arXiv:2309.13385.

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Cine Magnetic Resonance Imaging (MRI) allows for understanding of the heart's function and condition in a non-invasive manner. Undersampling of the k-space is employed to reduce the scan duration, thus increasing patient comfort and reducing the…
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