Publications

Neurons and Cognition

Object Detection Improves Tumour Segmentation in MR Images of Rare Brain Tumours

Tumour lesion segmentation is a key step to study and characterise cancer from MR neuroradiological images. Presently, numerous deep learning segmentation architectures have been shown to perform well on the specific tumour type they are trained on …

Hamza Chegraoui, Cathy Philippe, Volodia Dangouloff-Ros, Antoine Grigis, Raphael Calmon, Nathalie Boddaert, Frédérique Frouin, Jacques Grill, Vincent Frouin

Cancers - 2021

Life Sciences

Deciphering the genetic and epigenetic landscape of pediatric bithalamic tumors

Arnault Tauziède-Espariat, Marie‐anne Debily, David Castel, Jacques Grill, Stéphanie Puget, Alexandre Roux, Raphaël Saffroy, Guillaume Gauchotte, Ellen Wahler, Lauren Hasty, Fabrice Chrétien, Emmanuèle Lechapt, Volodia Dangouloff-Ros, Nathalie Boddaert, Philipp Sievers, Pascale Varlet

Brain Pathology - 2021

Computation and Language

Unsupervised and self-supervised deep learning approaches for biomedical text mining

Abstract Biomedical scientific literature is growing at a very rapid pace, which makes increasingly difficult for human experts to spot the most relevant results hidden in the papers. Automatized information extraction tools based on text mining…

Mohamed Nadif, François Role

Briefings in Bioinformatics - 2021

Life Sciences

Radiogenomics of diffuse intrinsic pontine gliomas (DIPGs): correlation of histological and biological characteristics with multimodal MRI features

The diffuse intrinsic pontine gliomas (DIPGs) are now defined by the type of histone H3 mutated at lysine 27. We aimed to correlate the multimodal MRI features of DIPGs, H3K27M mutant, with their histological and molecular characteristics.

Raphaël Calmon, Volodia Dangouloff-Ros, Pascale Varlet, Christophe Deroulers, Cathy Philippe, Marie-Anne Debily, David Castel, Kevin Beccaria, Thomas Blauwblomme, David Grevent, Raphael Levy, Charles-Joris Roux, Yvonne Purcell, Ana Saitovitch, Monica Zilbovicius, Christelle Dufour, Stéphanie Puget, Jacques Grill, Nathalie Boddaert

European Radiology - 2021

Psychology and behavior

Multi-modal Physiological Signals based Fear of Heights Analysis in Virtual Reality Scenes

Fear of heights (FoH) analysis and its association to physiological signals can better help understand people's emotion and quantify human's behaviour, which have been found important in many applications, such as disease analysis, affective…

Runze Zheng, Tianlei Wang, Jiuwen Cao, Pierre-Paul Vidal, Danping Wang

Biomedical Signal Processing and Control - 2021

Cognitive Sciences

Perceptual-motor styles

Even for a stereotyped task, sensorimotor behavior is generally variable due to noise, redundancy, adaptability, learning or plasticity. The sources and significance of different kinds of behavioral variability have attracted considerable attention…

Pierre-Paul Vidal, Francesco Lacquaniti

Experimental Brain Research - 2021

Signal and Image processing

An alternative concept for SMOS-HR: unfolding the brightness temperature map by along-the-track inversion of the Van Cittert-Zernike equation

Launched in 2009, the SMOS satellite [1] produces observations of brightness temperature through passive microwave radiometry in the protected radio astronomy portion of the L-band. Although a given point on the Earth's surface may be visible for…

Max Dunitz, Hugo Marsan, Clement Monnier, Eric Anterrieu, Francois Cabot, Ali Khazaal, Nemesio Rodriguez-Fernandez, Bernard Rouge, Yann Kerr, Jean-Michel Morel, Miguel Colom

2023 IEEE Conference on Antenna Measurements and Applications (CAMA) - 2021

Life Sciences

Reward Processing in Novelty Seekers: A Transdiagnostic Psychiatric Imaging Biomarker

Dysfunctional reward processing is implicated in multiple mental disorders. Novelty seeking (NS) assesses preference for seeking novel experiences, which is linked to sensitivity to reward environmental cues.

Shile Qi, Gunter Schumann, Gunter Schumann, Juan Bustillo, Jessica Turner, Rongtao Jiang, Dongmei Zhi, Zening Fu, Andrew Mayer, Victor Vergara, Rogers Silva, Armin Iraji, Jiayu Chen, Eswar Damaraju, Xiaohong Ma, Xiao Yang, Michael Stevens, Daniel Mathalon, Judith Ford, James Voyvodic, Bryon Mueller, Aysenil Belger, Steven Potkin, Adrian Preda, Chuanjun Zhuo, Yong Xu, Congying Chu, Tobias Banaschewski, Gareth Barker, Arun Bokde, Erin Burke Quinlan, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Tomáš Paus, Luise Poustka, Sarah Hohmann, Juliane Fröhner, Michael Smolka, Henrik Walter, Robert Whelan, Vince Calhoun, Jing Sui, Arun L.W. Bokde

Biological Psychiatry - 2021

Life Sciences

Association of Cannabis Use During Adolescence With Neurodevelopment

Animal studies have shown that the adolescent brain is sensitive to disruptions in endocannabinoid signaling, resulting in altered neurodevelopment and lasting behavioral effects. However, few studies have investigated ties between cannabis use and…

Matthew Albaugh, Jonatan Ottino-Gonzalez, Amanda Sidwell, Claude Lepage, Anthony Juliano, Max Owens, Bader Chaarani, Philip Spechler, Nicholas Fontaine, Pierre Rioux, Lindsay Lewis, Seun Jeon, Alan Evans, Deepak d'Souza, Rajiv Radhakrishnan, Tobias Banaschewski, Arun Bokde, Erin Burke Quinlan, Patricia Conrod, Sylvane Desrivières, Herta Flor, Antoine Grigis, Penny Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Frauke Nees, Dimitri Papadopoulos Orfanos, Tomáš Paus, Luise Poustka, Sabina Millenet, Juliane Fröhner, Michael Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Alexandra Potter, Hugh Garavan, Deepak D’souza

JAMA Psychiatry - 2021

Life Sciences

Neuroimaging evidence for structural correlates in adolescents resilient to polysubstance use: A five-year follow-up study

Early initiation of polysubstance use (PSU) is a strong predictor of subsequent addiction, however scarce individuals present resilience capacity. This neuroimaging study aimed to investigate structural correlates associated with cessation or…

Irina Filippi, André Galinowski, Hervé Lemaître, Christian Massot, Pascal Zille, Pauline Frère, Rubén Miranda-Marcos, Christian Trichard, Stella Guldner, Hélène Vulser, Marie-Laure Paillère-Martinot, Erin Burke Quinlan, Sylvane Desrivières, Penny Gowland, Arun Bokde, Hugh Garavan, Andreas Heinz, Henrik Walter, Laura Daedelow, Christian Büchel, Uli Bromberg, Patricia Conrod, Herta Flor, Tobias Banaschewski, Frauke Nees, Stefan Heintz, Michael Smolka, Nora Vetter, Dimitri Papadopoulos-Orfanos, Robert Whelan, Louise Poustka, Tomáš Paus, Gunter Schumann, Eric Artiges, Jean-Luc Martinot

European Neuropsychopharmacology - 2021