Elenco Pubblicazioni - Publications (1445)
Pachetti, E. & Colantonio, S. (2024). Seeing More with Less: Meta-Learning and Diffusion Models for Tumor Characterization in Low-data Settings
Written by EVA PACHETTI
While deep learning excels in many areas, its application in medicine is hindered by limited data, which restricts model generalizability. Few-shot learning has emerged as a potential solution to this problem. In this work, we…
Pachetti, E., Tsaftaris, S. A., & Colantonio, S. (2024). Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification. arXiv preprint arXiv:2403.17530.
Written by EVA PACHETTI
Background and objective: Employing deep learning models in critical domains such as medical imaging poses challenges associated with the limited availability of training data. We present a strategy for improving the performance and generalization capabilities…
Pachetti, E., Del Corso, G., Bardelli, S., & Colantonio, S. (2024). Few-Shot Conditional Learning: Automatic and Reliable Device Classification for Medical Test Equipment. Journal of Imaging, 10(7).
Written by EVA PACHETTI
The limited availability of specialized image databases (particularly in hospitals, where tools vary between providers) makes it difficult to train deep learning models. This paper presents a few-shot learning methodology that uses a pre-trained ResNet…
F. Fiorini, M. Pagano, R.G. Garroppo, A. Osele: "Estimating Interception Density in the BB84 Protocol: A Study with a Noisy Quantum Simulator", Future Internet 2024, 16, 275
Written by FRANCESCO FIORINI
Quantum computers have the potential to break the public-key cryptosystems widely used in key exchange and digital signature applications. To address this issue, quantum key distribution (QKD) offers a robust countermeasure against quantum computer attacks.…
Cima, L., Mannocci, L., Avvenuti, M., Tesconi, M., & Cresci, S. (2024). Coordinated behavior in information operations on Twitter. IEEE Access.
Written by LORENZO CIMA
Online information operations (IOs) refer to organized attempts to tamper with the regular flow of information and to influence public opinion. Coordinated online behavior is a tactic frequently used by IO perpetrators to boost the…
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- Prof. Mario Innocenti, Dipartimento di Ingegneria dell’Informazione (retired), Università di Pisa, "Analysis and Control of Dynamical Systems: a State Space Approach", 10-13 June 2025
- Assistant Professor Xiaomeng Li, Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, "Deep Learning for Medical Image Analysis", 21-23, 28 July 2025
- Modifica Lezione - Dr. Adrian Wallwork, "Academic English: Writing and Presenting WITH the support of LLMs", 6,7,11,13,18,20,25,27 March 2025
- Prof. Sajal K. Das, Missouri University of Science and Technology Rolla, MO, USA, "Secure and Resilient Cyber-Physical Systems for Smart Living", 12-15 May 2025
- MODIFICA DATE CORSO - Prof. Nicola Tonellotto, University of Pisa – Italy, PhD. Guglielmo Faggioli, Università degli Studi di Padova - Italy, "Privacy Preserving Information Access", 19-23 May 2025
