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pro vyhledávání: '"Odone A"'
Developing meaningful and efficient representations that separate the fundamental structure of the data generation mechanism is crucial in representation learning. However, Disentangled Representation Learning has not fully shown its potential on rea
Externí odkaz:
http://arxiv.org/abs/2409.18017
In the last few years, deep neural networks have been extensively applied in the medical domain for different tasks, ranging from image classification and segmentation to landmark detection. However, the application of these technologies in the medic
Externí odkaz:
http://arxiv.org/abs/2407.18125
Autor:
Pastore, Vito Paolo, Ciranni, Massimiliano, Marinelli, Davide, Odone, Francesca, Murino, Vittorio
It is widely recognized that deep neural networks are sensitive to bias in the data. This means that during training these models are likely to learn spurious correlations between data and labels, resulting in limited generalization abilities and low
Externí odkaz:
http://arxiv.org/abs/2407.17449
In recent years, deep learning has emerged as a promising technique for medical image analysis. However, this application domain is likely to suffer from a limited availability of large public datasets and annotations. A common solution to these chal
Externí odkaz:
http://arxiv.org/abs/2403.01470
For autonomous vehicles, driving safely is highly dependent on the capability to correctly perceive the environment in 3D space, hence the task of 3D object detection represents a fundamental aspect of perception. While 3D sensors deliver accurate me
Externí odkaz:
http://arxiv.org/abs/2305.17972
Autor:
Irene Possenti, Marco Scala, Magda Rognoni, Alessandra Lugo, Maria S. Cattaruzza, Sabrina Molinaro, Anna Odone, Luc J. M. Smits, Vincenzo Zagà, Silvano Gallus, Luca Cavalieri d'Oro
Publikováno v:
Tobacco Induced Diseases, Vol 22, Iss June, Pp 1-9 (2024)
Introduction Tobacco-related diseases have a substantial economic impact in terms of medical expenses, loss of productivity, and premature death. Tobacco use is estimated to be responsible for more than 90000 deaths each year in Italy. We aimed to ev
Externí odkaz:
https://doaj.org/article/02160a7e5524429182d65b2f2501fa86
The impressive performance of deep learning architectures is associated with a massive increase in model complexity. Millions of parameters need to be tuned, with training and inference time scaling accordingly, together with energy consumption. But
Externí odkaz:
http://arxiv.org/abs/2209.07932
Autor:
Alfano, Paolo Didier, Rando, Marco, Letizia, Marco, Odone, Francesca, Rosasco, Lorenzo, Pastore, Vito Paolo
Monitoring plankton populations in situ is fundamental to preserve the aquatic ecosystem. Plankton microorganisms are in fact susceptible of minor environmental perturbations, that can reflect into consequent morphological and dynamical modifications
Externí odkaz:
http://arxiv.org/abs/2209.06726
Autor:
Aurelia Salussolia, Angelo Capodici, Francesca Scognamiglio, Giusy La Fauci, Giorgia Soldà, Marco Montalti, Zeno Di Valerio, Maria Pia Fantini, Anna Odone, Claudio Costantino, Heidi J. Larson, Julie Leask, Jacopo Lenzi, Davide Gori, on behalf of the OBVIOUS board
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background Herpes Zoster is an age dependent disease and as such it represents a problem in the Italian social context, where the demographic curve is characterized by an overrepresentation of the elderly population. Vaccines against Herpes
Externí odkaz:
https://doaj.org/article/82ea4023e0434b6eba684d7813c67a0a
Autor:
Zeno Di Valerio, Giusy La Fauci, Francesca Scognamiglio, Aurelia Salussolia, Marco Montalti, Angelo Capodici, Maria Pia Fantini, Anna Odone, Claudio Costantino, Giorgia Soldà, Heidi J. Larson, Julie Leask, Jacopo Lenzi, Davide Gori, the OBVIOUS board
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-20 (2024)
Abstract Background Streptococcus pneumoniae infections, including Invasive Pneumococcal Diseases (IPDs), pose a substantial public health challenge, causing significant morbidity and mortality, especially among children and older adults. Vaccination
Externí odkaz:
https://doaj.org/article/548092d3006241f1b757f9c5803793c3