Zobrazeno 1 - 10
of 411
pro vyhledávání: '"ROUSSEAU, FRANCOIS"'
Autor:
Poulin Herron, Alex, Agbadje, Titilayo Tatiana, Cote, Melissa, Djade, Codjo Djignefa, Roch, Geneviève, Rousseau, Francois, Légaré, France
Publikováno v:
JMIR Research Protocols, Vol 9, Iss 10, p e17878 (2020)
BackgroundPregnant women often find it difficult to choose from among the wide variety of available prenatal screening options. To help pregnant women and their partners make informed decisions based on their values, needs, and preferences, a decisio
Externí odkaz:
https://doaj.org/article/3498832f22ef45e3ab1b634137708b2f
Normalizing Flows (NF) are powerful likelihood-based generative models that are able to trade off between expressivity and tractability to model complex densities. A now well established research avenue leverages optimal transport (OT) and looks for
Externí odkaz:
http://arxiv.org/abs/2209.10873
Autor:
Conze, Pierre-Henri, Andrade-Miranda, Gustavo, Le Meur, Yannick, Cornec-Le Gall, Emilie, Rousseau, François
Publikováno v:
In Computerized Medical Imaging and Graphics April 2024 113
Autor:
Lan, Zhengyang, Lempereur, Mathieu, Gueret, Gwenael, Houx, Laetitia, Cacioppo, Marine, Pons, Christelle, Mensah, Johanne, Rémy-Néris, Olivier, Aïssa-El-Bey, Abdeldjalil, Rousseau, François, Brochard, Sylvain
Publikováno v:
In Computers in Biology and Medicine March 2024 171
The application of graph theory to model the complex structure and function of the brain has shed new light on its organization and function, prompting the emergence of network neuroscience. Despite the tremendous progress that has been achieved in t
Externí odkaz:
http://arxiv.org/abs/2009.12567
Autor:
Fablet, Ronan, Chapron, Bertrand, Drumetz, Lucas., Memin, Etienne, Pannekoucke, Olivier, Rousseau, Francois
This paper addresses variational data assimilation from a learning point of view. Data assimilation aims to reconstruct the time evolution of some state given a series of observations, possibly noisy and irregularly-sampled. Using automatic different
Externí odkaz:
http://arxiv.org/abs/2007.12941
Designing appropriate variational regularization schemes is a crucial part of solving inverse problems, making them better-posed and guaranteeing that the solution of the associated optimization problem satisfies desirable properties. Recently, learn
Externí odkaz:
http://arxiv.org/abs/2006.03653
Autor:
Conze, Pierre-Henri, Kavur, Ali Emre, Gall, Emilie Cornec-Le, Gezer, Naciye Sinem, Meur, Yannick Le, Selver, M. Alper, Rousseau, François
Objective : Abdominal anatomy segmentation is crucial for numerous applications from computer-assisted diagnosis to image-guided surgery. In this context, we address fully-automated multi-organ segmentation from abdominal CT and MR images using deep
Externí odkaz:
http://arxiv.org/abs/2001.09521
Akademický článek
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For numerous domains, including for instance earth observation, medical imaging, astrophysics,..., available image and signal datasets often involve irregular space-time sampling patterns and large missing data rates. These sampling properties may be
Externí odkaz:
http://arxiv.org/abs/1910.00556