Zobrazeno 1 - 10
of 4 465
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
Deep neural networks have been extensively applied in the medical domain for various tasks, including image classification, segmentation, and landmark detection. However, their application is often hindered by data scarcity, both in terms of availabl
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
Autor:
Carlotta M. Jarach, Kyriaki Karydou, Ilias Trochidis, Alberto Bernal-Robledano, Piet A. van den Brandt, Rilana Cima, Christopher R. Cederroth, Jose Antonio Lopez-Escamez, Simone Ghislandi, Deborah A. Hall, Dimitris Kikidis, Berthold Langguth, Alessandra Lugo, Birgit Mazurek, Anna Odone, Martin Schecklmann, Stefan Schoisswohl, Jorge P. Simoes, Winfried Schlee, Silvano Gallus
Publikováno v:
Journal of Epidemiology, Vol 34, Iss 11, Pp 515-525 (2024)
Background: Despite the high frequency of tinnitus and its impact on wellbeing, little is known about its economic burden, and, to our knowledge, no data are available on out-of-pocket (OOP) expenses. Methods: In 2022, a survey was conducted on OOP c
Externí odkaz:
https://doaj.org/article/8b506b831b41443c83da4356ec3e7b6d
Autor:
Stefano Odelli, Margherita Zeduri, Maria Rosa Schivardi, Davide Archi, Liliana Coppola, Roberto Genco Russo, Maristella Moscheni, Elena Tettamanzi, Fabio Terragni, Michela Viscardi, Valentina Vitale, Anna Odone, Danilo Cereda, Silvia Deandrea
Publikováno v:
Current Oncology, Vol 31, Iss 10, Pp 5960-5973 (2024)
Background: Health disparities related to socio-economic factors impact access to preventive health interventions. The PRECEDE–PROCEED model, a multidimensional approach to health promotion, has been adapted to optimise cancer screening programs in
Externí odkaz:
https://doaj.org/article/9642eefca6264a66a3b07858e7a11658
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
Autor:
LFC Oliveira, MM Komatsu, ML Campoy, TG Cavalcante, AP Dutra, MA Monteiro, MTA Almeida, GZ Netto, LM Cristofani, V Odone-Filho
Publikováno v:
Hematology, Transfusion and Cell Therapy, Vol 46, Iss , Pp S295- (2024)
Introduction: Solid organ transplantation (SOT) is an effective treatment modality for children and young adults with end-stage organ failure with 5-year overall survival ranging from 25 to 95% depending on the transplanted organ. Patients subsequent
Externí odkaz:
https://doaj.org/article/b7214d3199e842e5bf981493c88ac0b9
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