Zobrazeno 1 - 10
of 538
pro vyhledávání: '"P, Beuret"'
Federated Learning (FL) faces significant challenges with domain shifts in heterogeneous data, degrading performance. Traditional domain generalization aims to learn domain-invariant features, but the federated nature of model averaging often limits
Externí odkaz:
http://arxiv.org/abs/2402.06974
Publikováno v:
International Journal of Emergency Medicine, Vol 17, Iss 1, Pp 1-5 (2024)
Abstract Background The presentation of acute aortic dissection can pose a challenge for emergency physicians, as it may occur without pain. Atypical presentations can lead to significant delays in diagnosis and increased mortality rates. Case descri
Externí odkaz:
https://doaj.org/article/c72c76bffc3c4b10aa818efcd1da2680
Autor:
Pascal Beuret, Florian Michelin, Audrey Tientcheu, Laurane Chalvet, Benedicte Philippon-Jouve, Jean-Charles Chakarian, Xavier Fabre
Publikováno v:
Journal of Intensive Medicine, Vol 4, Iss 1, Pp 133-135 (2024)
Externí odkaz:
https://doaj.org/article/371eea63704d4e65ba86a9028e9db275
Akademický článek
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Autor:
Maxime Desgrouas, Julien Demiselle, Laure Stiel, Vincent Brunot, Rémy Marnai, Sacha Sarfati, Maud Fiancette, Fabien Lambiotte, Arnaud W. Thille, Maxime Leloup, Sébastien Clerc, Pascal Beuret, Anne-Astrid Bourion, Johan Daum, Rémi Malhomme, Ramin Ravan, Bertrand Sauneuf, Jean-Philippe Rigaud, Pierre-François Dequin, Thierry Boulain
Publikováno v:
Annals of Intensive Care, Vol 13, Iss 1, Pp 1-13 (2023)
Abstract Background Hyperglycaemia is common in critically ill patients, but blood glucose and insulin management may differ widely among intensive care units (ICUs). We aimed to describe insulin use practices and the resulting glycaemic control in F
Externí odkaz:
https://doaj.org/article/6cad90dce2cf4af59e940c68a4edd6a6
In federated learning, a central server coordinates the training of a single model on a massively distributed network of devices. This setting can be naturally extended to a multi-task learning framework, to handle real-world federated datasets that
Externí odkaz:
http://arxiv.org/abs/1906.06268
Autor:
Marie Salvetti, Guillaume Schnell, Nicolas Pichon, Maleka Schenck, Pierrick Cronier, Sebastien Perbet, Jean-Baptiste Lascarrou, Christophe Guitton, Olivier Lesieur, Laurent Argaud, Gwenhael Colin, Bernard Cholley, Jean-Pierre Quenot, Hamid Merdji, Thomas Geeraerts, Michael Piagnerelli, Gwenaelle Jacq, Marine Paul, Jonathan Chelly, Louise de Charentenay, Nicolas Deye, Marc Danguy des Déserts, Guillaume Thiery, Marc Simon, Vincent Das, Frederic Jacobs, Charles Cerf, Julien Mayaux, Pascal Beuret, Abdelkader Ouchenir, Antoine Lafarge, Bertrand Sauneuf, Cedric Daubin, Alain Cariou, Stein Silva, Stephane Legriel
Publikováno v:
Frontiers in Neurology, Vol 14 (2023)
BackgroundCardiac arrest is the most life-threatening complication of attempted suicide by hanging. However, data are scarce on its characteristics and outcome predictors.MethodsThis retrospective observational multicentre study in 31 hospitals inclu
Externí odkaz:
https://doaj.org/article/62806125829a45ca8eedecdfbc2fa2af
In this paper, we introduce our recent studies on human perception in audio event classification by different deep learning models. In particular, the pre-trained model VGGish is used as feature extractor to process audio data, and DenseNet is traine
Externí odkaz:
http://arxiv.org/abs/1809.00502
Autor:
Stefania Cazzin, Nicole Liechti, Damian Jandrasits, Eleonora Flacio, Christian Beuret, Olivier Engler, Valeria Guidi
Publikováno v:
Pathogens, Vol 12, Iss 12, p 1424 (2023)
West Nile virus (WNV) is one of the most widespread flaviviruses in the world, and in recent years, it has been frequently present in many Mediterranean and Eastern European countries. A combination of different conditions, such as a favourable clima
Externí odkaz:
https://doaj.org/article/94cda0db0aaa4a5bbe677b85721f3c02
Autor:
Roland Züst, Rahel Ackermann-Gäumann, Nicole Liechti, Denise Siegrist, Sarah Ryter, Jasmine Portmann, Nicole Lenz, Christian Beuret, Roger Koller, Cornelia Staehelin, Andrea B. Kuenzli, Jonas Marschall, Sylvia Rothenberger, Olivier Engler
Publikováno v:
Viruses, Vol 15, Iss 11, p 2266 (2023)
When infecting humans, Andes orthohantavirus (ANDV) may cause a severe disease called hantavirus cardiopulmonary syndrome (HCPS). Following non-specific symptoms, the infection may progress to a syndrome of hemorrhagic fever combined with hyper-acute
Externí odkaz:
https://doaj.org/article/efa2c35a36bc4730ae8bab6c7389ba50