Publications

Neurons and Cognition

Non-neuronal cholinergic system

Introduction: Despite the lack of cholinergic innervation, vessels are highly reactive to the presence of acetylcholine (ACh). Moreover, this neurotransmitter is commonly used to assess the endothelial function of vessels. However, information about…

Kristína Szmicseková

Santé publique et épidémiologie

Sex differences in neural correlates of common psychopathological symptoms in early adolescence

Background: Sex-related differences in psychopathology are known phenomena, with externalizing and internalizing symptoms typically more common in boys and girls, respectively. However, the neural correlates of these sex-by-psychopathology…

Francesca Biondo, Charlotte Nymberg Thunell, Bing Xu, Congying Chu, Tianye Jia, Alex Ing, Erin Burke Quinlan, Nicole Tay, Tobias Banaschewski, Arun Bokde, Christian Büchel, Sylvane Desrivières, Herta Flor, Vincent Frouin, Hugh Garavan, Penny Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Hervé Lemaitre, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sabina Millenet, Juliane Fröhner, Michael Smolka, Henrik Walter, Robert Whelan, Edward Barker, Gunter Schumann

Psychological Medicine - 2021

Machine Learning

Unsupervised Methods for the Study of Transformer Embeddings

Over the last decade neural word embeddings have become a cornerstone of many important text mining applications such as text classification, sentiment analysis, named entity recognition, question answering systems, etc. Particularly, Transformer…

Mira Ait Saada, François Role, Mohamed Nadif

Advances in Intelligent Data Analysis XIX. IDA 2021. Lecture Notes in Computer Science(), vol 12695. Springer, Cham - 2021

Machine Learning

Handling Distribution Shift in Tire Design

The recent success of machine learning methods in the industrial sector open new perspectives for the design of innovative products. However, these promising results are often challenged when it comes to industrial model deployment. Indeed, it…

Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot, Nicolas Vayatis

NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications - 2021

Neuroscience

Modélisation sensori-motrice des états de transition

The neural mechanisms underlying states of alertness have been the subject of research by several generations of researchers and physicians, but they remain largely unexplained. Furthermore, anaesthetists practice daily to modulate these same states…

Clément Dubost

Life Sciences

Pineal alveolar rhabdomyosarcoma with PAX3:NCOA2 fusion inducing OLIG2 expression, a potential pitfall in the central nervous system

Arnault Tauziède-Espariat, Kévin Beccaria, Gaëlle Pierron, Delphine Guillemot, Lauren Hasty, Samuel Abbou, Volodia Dangouloff-Ros, Nathalie Boddaert, Fabrice Chrétien, Pascale Varlet, Emmanuèle Lechapt

Histopathology - 2021

Mathematics

Application of a Moving Particle Semi-Implicit Numerical Wave Flume (MPS-NWF) to model design waves

E Renzi, F Dias

Coastal Engineering - 2021

Life Sciences

Leukoencephalopathy with transient splenial lesions related to 5‐fluorouracil or capecitabine

Abstract Background 5‐Fluorouracil (5‐FU) and its oral prodrug capecitabine have been rarely but consistently associated with acute central nervous system toxicity, including transient leukoencephalopathies involving the splenium of the corpus…

Valentine Perrain, Kevin Bihan, Flavie Bompaire, Caroline Houillier, Fanny Jomier, Delphine Leclercq, Sandrine Combret, Julien Mahé, Damien Ricard, Giulia Berzero, Dimitri Psimaras

European Journal of Neurology - 2021

Life Sciences

Postadychute-AG, Detection, and Prevention of the Risk of Falling Among Elderly People in Nursing Homes: Protocol of a Multicentre and Prospective Intervention Study

Introduction: While falls among the elderly is a public health issue, because of the social, medical, and economic burden they represent, the tools to predict falls are limited. Posturography has been developed to distinguish fallers from non…

Flavien Quijoux, François Bertin-Hugault, Philippe Zawieja, Marie Lefèvre, Pierre-Paul Vidal, Damien Ricard

Frontiers in Digital Health - 2021

Computer Vision and Pattern Recognition

Image Forgeries Detection through Mosaic Analysis: the Intermediate Values Algorithm

Cameras sample each image pixel in one color channel only. The remaining channels are interpolated from neighboring pixels during demosaicing. This operation leaves traces, that can be exploited to authentify images and detect forgeries. This paper…

Quentin Bammey, Rafael Grompone von Gioi, Jean-Michel Morel

Image Processing On Line - 2021