Publications

Mathematics

Learning from the past: A short term forecast method for the COVID-19 incidence curve

The COVID-19 pandemy has created a radically new situation where most countries provide raw measurements of their daily incidence and disclose them in real time. This enables new machine learning forecast strategies where the prediction might no…

Jean-David Morel, Jean-Michel Morel, Luis Alvarez

PLoS Computational Biology - 2023

Mathematics

Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos

Adrien Courtois, Jean-Michel Morel, Pablo Arias

RACSAM. Real Academia de Ciencias. Serie A, Matemáticas - Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A, Matemáticas - 2023

Life Sciences

Update on gene therapies in pediatric ophthalmology

Dominique Bremond-Gignac, Matthieu Robert, Alejandra Daruich

Archives de Pédiatrie - 2023

Mathematics

Topology- and Perception-Aware Image Vectorization

Yuchen He, Sung Ha Kang, Jean-Michel Morel

Journal of Mathematical Imaging and Vision - 2023

Life Sciences

Psychotic Like Experiences in Healthy Adolescents are Underpinned by Lower Fronto-Temporal Cortical Gyrification: a Study from the IMAGEN Consortium

Abstract Background and Hypothesis Psychotic Like Experiences (PLEs) are widely prevalent in children and adolescents and increase the risk of developing psychosis. Cortical gyrification characterizes brain development from in utero till about the…

Raka Maitra, Charlotte Horne, Owen O’daly, Evangelos Papanastasiou, Christian Gaser, Tobias Banaschewski, Gareth Barker, Arun Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Herve Lemaitre, Tomáš Paus, Luise Poustka, Sarah Hohmann, Sabina Millenet, Juliane Fröhner, Lauren Robinson, Michael Smolka, Henrik Walter, Jeanne Winterer, Robert Whelan, Erin Burke Quinlan, Alex Ing, Gunter Schumann, Sukhi Shergill

Schizophrenia Bulletin - 2023

Machine Learning

Contextual Word Embeddings Clustering Through Multiway Analysis: A Comparative Study

Transformer-based contextual word embedding models are widely used to improve several NLP tasks such as text classification and question answering. Knowledge about these multi-layered models is growing in the literature, with several studies trying…

Mira Ait-Saada, Mohamed Nadif

21st International Symposium on Intelligent Data Analysis (IDA 2023) - 2023

Life Sciences

A Machine Learning Pipeline for Gait Analysis in a Semi Free-Living Environment

This paper presents a novel approach to creating a graphical summary of a subject’s activity during a protocol in a Semi Free-Living Environment. Thanks to this new visualization, human behavior, in particular locomotion, can now be condensed into…

Sylvain Jung, Nicolas de L’escalopier, Laurent Oudre, Charles Truong, Eric Dorveaux, Louis Gorintin, Damien Ricard

Sensors - 2023

Life Sciences

The Arc de Triomphe Construction Test (ATCT): A 1-hour test of executive functions in individuals with traumatic brain injury and radiation-induced leukoencephalopathy

Mateo Campos, Flavie Bompaire, Albane Moreau, Marie Baruteau, Marie de Laage, Christophe Labourdette, Melanie Dandrieux, Laura Terrier, Ioannis Bargiotas, Magali Sallansonnet, Irina Taifas, Marie-Laure Brechemier, Eve Drouard, Camille Tafani, Mona Michaud, Emna Jelili, Pierre-Paul Vidal, Julien Nelson, Nicolas Vayatis, Stéphane Buffat, Damien Ricard

Annals of Physical and Rehabilitation Medicine - 2023

Life Sciences

Long-term systemic and mucosal SARS-CoV-2 IgA response and its association with persistent smell and taste disorders

Introduction: Current approved COVID-19 vaccines, notably mRNA and adenoviral vectored technologies, still fail to fully protect against infection and transmission of various SARS-CoV-2 variants. The mucosal immunity at the upper respiratory tract…

Jessica Denis, Annabelle Garnier, Laurence Cheutin, Audrey Ferrier, Hawa Timera, Fanny Jarjaval, Carine Hejl, Emmanuelle Billon-Denis, Percy Immunocovid Group, Damien Ricard, Jean-Nicolas Tournier, Aurélie Trignol, Marie Mura

Frontiers in Immunology - 2023

Life Sciences

Real-World Effectiveness of Natalizumab Extended Interval Dosing in a French Cohort

Juliette Pelle, Anais Briant, Pierre Branger, Nathalie Derache, Charlotte Arnaud, Christine Lebrun-Frenay, Mikael Cohen, Lydiane Mondot, Jerome de Seze, Kevin Bigaut, Nicolas Collongues, Laurent Kremer, Damien Ricard, Flavie Bompaire, Charlotte Ohlmann, Magali Sallansonnet-Froment, Jonathan Ciron, Damien Biotti, Beatrice Pignolet, Jean-Jacques Parienti, Gilles Defer

Neurology and Therapy - 2023