Publications

Computer Science

Dual Autoencoders for Network-Based Detection of BaIoT Attacks

Rym Moussaoui, Djihane Oum Keltoum Harouni, Osman Salem, Ahmed Mehaoua

2023 International Symposium on Networks, Computers and Communications (ISNCC) - 2023

Life Sciences

Association between vmPFC gray matter volume and smoking initiation in adolescents

Abstract Smoking of cigarettes among young adolescents is a pressing public health issue. However, the neural mechanisms underlying smoking initiation and sustenance during adolescence, especially the potential causal interactions between altered…

Shitong Xiang, Tianye Jia, Chao Xie, Wei Cheng, Bader Chaarani, Tobias Banaschewski, Gareth Barker, Arun Bokde, Christian Büchel, Sylvane Desrivières, Herta Flor, Antoine Grigis, Penny Gowland, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Juliane Fröhner, Michael Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Hugh Garavan, Gunter Schumann, Barbara Sahakian, Trevor Robbins, Jianfeng Feng

Nature Communications - 2023

Life Sciences

A biologically informed polygenic score of neuronal plasticity moderates the association between cognitive aptitudes and cortical thickness in adolescents

Although many studies of the adolescent brain identified positive associations between cognitive abilities and cortical thickness, little is known about mechanisms underlying such brain-behavior relationships. With experience-induced plasticity…

Xavier Navarri, Daniel Vosberg, Jean Shin, Louis Richer, Gabriel Leonard, G Bruce Pike, Tobias Banaschewski, 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, Luise Poustka, Sarah Hohmann, Juliane Fröhner, Michael Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Zdenka Pausova, Tomáš Paus

Developmental Cognitive Neuroscience - 2023

Machine Learning

Simultaneous Linear Multi-view Attributed Graph Representation Learning and Clustering

Over the last few years, various multi-view graph clustering methods have shown promising performances. However, we argue that these methods can have limitations. In particular, they are often unnecessarily complex, leading to scalability problems…

Chakib Fettal, Lazhar Labiod, Mohamed Nadif

WSDM '23: The Sixteenth ACM International Conference on Web Search and Data Mining - 2023

Life Sciences

Differing impact of the COVID-19 pandemic on youth mental health: combined population and clinical study

Background Identifying youths most at risk to COVID-19-related mental illness is essential for the development of effective targeted interventions. Aims To compare trajectories of mental health throughout the pandemic in youth with and without prior…

Lu Qi, Zuo Zhang, Lauren Robinson, Marina Bobou, Chantal Gourlan, Jeanne Winterer, Rebecca Adams, Kofoworola Agunbiade, Yuning Zhang, Sinead King, Nilakshi Vaidya, Eric Artiges, Tobias Banaschewski, Arun Bokde, M John Broulidakis, Rüdiger Brühl, Herta Flor, Juliane Fröhner, Hugh Garavan, Antoine Grigis, Andreas Heinz, Sarah Hohmann, Marie-Laure Paillère Martinot, Sabina Millenet, Frauke Nees, Betteke Maria van Noort, Dimitri Papadopoulos Orfanos, Luise Poustka, Julia Sinclair, Michael Smolka, Robert Whelan, Argyris Stringaris, Henrik Walter, Jean-Luc Martinot, Gunter Schumann, Ulrike Schmidt, Sylvane Desrivières, M. John Broulidakis

BJPsych Open - 2023

Life Sciences

Genetic architectures of cerebral ventricles and their overlap with neuropsychiatric traits

The cerebral ventricles are recognized as windows into brain development and disease, yet their genetic architectures, underlying neural mechanisms and utility in maintaining brain health remain elusive. Here we aggregated genetic and neuroimaging…

Yi-Jun Ge, Bang-Sheng Wu, Yi Zhang, Shi-Dong Chen, Ya-Ru Zhang, Ju-Jiao Kang, Yue-Ting Deng, Ya-Nan Ou, Xiao-Yu He, Yong-Li Zhao, Kevin Kuo, Qing Ma, 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, Michael Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Jian-Feng Feng, Lan Tan, Qiang Dong, Gunter Schumann, Wei Cheng, Jin-Tai Yu

Nature Human Behaviour - 2023

Life Sciences

Author Correction: A shared neural basis underlying psychiatric comorbidity

Chao Xie, Shitong Xiang, Chun Shen, Xuerui Peng, Jujiao Kang, Yuzhu Li, Wei Cheng, Shiqi He, Marina Bobou, M John Broulidakis, Betteke Maria van Noort, Betteke Maria van Noort, Zuo Zhang, Lauren Robinson, Nilakshi Vaidya, Jeanne Winterer, Yuning Zhang, Sinead King, Tobias Banaschewski, Gareth Barker, Arun Bokde, Uli Bromberg, Christian Büchel, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Bernd Ittermann, Hervé Lemaître, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Frauke Nees, Dimitri Papadopoulos Orfanos, Tomáš Paus, Luise Poustka, Juliane Fröhner, Ulrike Schmidt, Julia Sinclair, Michael Smolka, Argyris Stringaris, Henrik Walter, Robert Whelan, Sylvane Desrivières, Barbara Sahakian, Trevor Robbins, Gunter Schumann, Gunter Schumann, Tianye Jia, Jianfeng Feng, M. John Broulidakis

Nature Medicine - 2023

Life Sciences

Trajectories of cortical structures associated with stress across adolescence: a bivariate latent change score approach

Background Stress exposure in childhood and adolescence has been linked to reductions in cortical structures and cognitive functioning. However, to date, most of these studies have been cross‐sectional, limiting the ability to make long‐term…

Tochukwu Nweze, Tobias Banaschewski, Cyracius Ajaelu, Chukwuemeka Okoye, Michael Ezenwa, Robert Whelan, Dimitri Papadopoulos Orfanos, Arun Bokde, Sylvane Desrivières, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Tomáš Paus, Luise Poustka, Sarah Hohmann, Sabina Millenet, Juliane Fröhner, Michael Smolka, Henrik Walter, Gunter Schumann, Jamie Hanson, Arun L.W. Bokde

Journal of Child Psychology and Psychiatry - 2023

Life Sciences

Chronotype, Longitudinal Volumetric Brain Variations Throughout Adolescence, and Depressive Symptom Development

Adolescence is a critical period for circadian rhythm, with a strong shift toward eveningness around age 14. Also, eveningness in adolescence has been found to predict later onset of depressive symptoms. However, no previous study has investigated…

Hélène Vulser, Hervé Lemaître, Stella Guldner, Pauline Bezivin-Frère, Martin Löffler, Anna Sarvasmaa, Jessica Massicotte-Marquez, Eric Artiges, Marie-Laure Paillère Martinot, Irina Filippi, Ruben Miranda, Argyris Stringaris, Betteke Maria van Noort, Jani Penttilä, Yvonne Grimmer, Andreas Becker, Tobias Banaschewski, Arun Bokde, Sylvane Desrivières, Juliane Fröhner, Hugh Garavan, Antoine Grigis, Penny Gowland, Andreas Heinz, Dimitri Papadopoulos Orfanos, Luise Poustka, Michael Smolka, Philip Spechler, Henrik Walter, Robert Whelan, Gunter Schumann, Herta Flor, Jean-Luc Martinot, Frauke Nees, Arun L.W. Bokde

Journal of the American Academy of Child and Adolescent Psychiatry - 2023

Life Sciences

Hemispheric asymmetry in cortical thinning reflects intrinsic organization of the neurotransmitter systems and homotopic functional connectivity

Hemispheric lateralization and its origins have been of great interest in neuroscience for over a century. The left–right asymmetry in cortical thickness may stem from differential maturation of the cerebral cortex in the two hemispheres. Here, we…

Zhijie Liao, Tobias Banaschewski, Arun Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Sabina Millenet, Juliane Fröhner, Michael Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Tomáš Paus, Gareth Barker, Rüdiger Brühl, Herve Lemaitre, Lauren Robinson, Jeanne Winterer, Edward Barker

Proceedings of the National Academy of Sciences of the United States of America - 2023