Publications

Mathematics

Investigating Neural Architectures by Synthetic Dataset Design

Adrien Courtois, Jean-Michel Morel, Pablo Arias

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - 2022

Machine Learning

Structural differences in adolescent brains can predict alcohol misuse

Alcohol misuse during adolescence (AAM) has been associated with disruptive development of adolescent brains. In this longitudinal machine learning (ML) study, we could predict AAM significantly from brain structure (T1-weighted imaging and DTI)…

Roshan Prakash Rane, Evert Ferdinand de Man, Jihoon Kim, Kai Görgen, Mira Tschorn, Michael Rapp, Tobias Banaschewski, Arun Lw Bokde, Sylvane Desrivieres, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillere Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Herve Lemaitre, Tomas Paus, Luise Poustka, Juliane Fröhner, Lauren Robinson, Michael Smolka, Jeanne Winterer, Robert Whelan, Gunter Schumann, Henrik Walter, Andreas Heinz, Kerstin Ritter

eLife - 2022

Santé publique et épidémiologie

Associations of delay discounting and drinking trajectories from ages 14 to 22

Background: While drinking alcohol, one must choose between the immediate rewarding effects and the delayed reward of a healthier lifestyle. Individuals differ in their devaluation of a delayed reward based on the time required to receive it, i.e.,…

Juliane Fröhner, Stephan Ripke, Sarah Jurk, Shu‐chen Li, Tobias Banaschewski, Arun L.W. Bokde, Erin Burke Quinlan, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Andreas Heinz, Rüdiger Brühl, Jean‐luc Martinot, Marie‐laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Henrik Walter, Robert Whelan, Gunter Schumann, Michael Smolka

Alcoholism: Clinical and Experimental Research - 2022

Life Sciences

Brain structural covariance network differences in adults with alcohol dependence and heavy‐drinking adolescents

Abstract Background and aims Graph theoretic analysis of structural covariance networks (SCN) provides an assessment of brain organization that has not yet been applied to alcohol dependence (AD). We estimated whether SCN differences are present in…

Jonatan Ottino-González, Hugh Garavan, Quinlan Burke, Martinot Paillère, Orfanos Papadopoulos, Holst Van

Addiction - 2022

Life Sciences

A causal association of ANKRD37 with human hippocampal volume

Jiayuan Xu, Xianyou Xia, Qiaojun Li, Yan Dou, Xinjun Suo, Zuhao Sun, Nana Liu, Yating Han, Xiaodi Sun, Yukun He, Wen Qin, Shijie Zhang, Tobias Banaschewski, Herta Flor, Antoine Grigis, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Eric Artiges, Frauke Nees, Tomáš Paus, Luise Poustka, Sarah Hohmann, Henrik Walter, Pak Chung Sham, Gunter Schumann, Xudong Wu, Mulin Jun Li, Chunshui Yu, Frauke Nees, Herta Flor, Tomáš Paus, Gunter Schumann

Molecular Psychiatry - 2022

Machine Learning

From theoretical to practical transfer learning: the ADAPT library

In traditional machine learning, the learner assumes that the training and testing datasets are drawn according to the same distribution. However, in most practical scenarios, the two datasets are drawn according to two different distributions, the…

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

Roozbeh Razavi-Far - 2022

Signal and Image processing

The SMOS-HR Mission: Science Case and Project Status

The need of a mission ensuring the continuation of L-band measurements from space with increased spatial resolution with respect to the current generation of sensors is discussed. The status of the SMOS-High Resolution (HR) mission project,…

Nemesio Rodríguez-Fernández, Eric Anterrieu, Jacqueline Boutin, Alexandre Supply, Gilles Reverdin, Gaël Alory, E. Remy, Ghislain Picard, T. Pellarin, P. Richaume, Arnaud Mialon, A. Khazaal, Ahmad Al Bitar, R. Rodriguez-Suquet, L. Yu, P. Gonzalez, C. Cheymol, T. Amiot, P. Maisongrande, N. Jeannin, T. Decoopman, A. Kallel, J.-M. Morel, M. Colom, M. Dunitz, Clovis Thouvenin-Masson, Léa Olivier, Yann H. Kerr

2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2022) - 2022

Life Sciences

Pseudo-tumour lesion of the brainstem: A case and discussion

High-grade glioma (HGG) is associated with several external and internal stressors that may induce mood alterations at all stages of the disease. Symptoms of depression and anxiety in persons with glioma have multifactorial etiology and require…

J. Maillot, J.-B. Brunet de Courssou, M.-L. Brechemier, C. Tafani, M. Sallansonnet-Froment, I. Taifas, J.-M. Cournac, E. Drouard, F. Bompaire, A. Faivre, Damien Ricard

Revue Neurologique - 2022

Life Sciences

Peripheral neuropathies after BRAF and/or MEK inhibitor treatment: A pharmacovigilance study

Reports suggested the potential occurrence of peripheral neuropathies (PN) in patients treated with BRAF (BRAFi) and/or MEK inhibitors (MEKi) for BRAF‐activated tumours. We aimed to better characterize these PN. We queried the French…

Alberto Picca, Cristina Birzu, Giulia Berzero, Paola Sanchez-Pena, Louise Gaboriau, Faustine Vidil, Timothée Lenglet, Camille Tafani, Damien Ricard, Dimitri Psimaras, Kévin Bihan

British Journal of Clinical Pharmacology - 2022

Life Sciences

Impact of Sensory Afferences in Postural Control Quantified by Force Platform: A Protocol for Systematic Review

Older adults’ postural balance is a critical domain of research as balance deficit is an important risk factor for falls that can lead to severe injuries and death. Considering the effects of ageing on sensory systems, we propose that posturographic…

Joanna Aflalo, Flavien Quijoux, Charles Truong, François Bertin-Hugault, Damien Ricard

Journal of Personalized Medicine - 2022