Guillaume Dumas, M.Eng., Ph.D.

Affiliations: 
2008-2011 Brain and Spine Institute CNRS, Paris, Île-de-France, France 
 2012-2014 Center for Complex Systems and Brain Sciences FAU 
 2014-2020 Neuroscience / Computational Biology Institut Pasteur, Paris, Paris, France 
 2020- Psychiatry Université de Montréal, Montréal, Canada 
Area:
Hyperscanning, Neurodynamics, Precision Psychiatry, Social AI, SciML
Website:
www.ppsp.team
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Publications

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Gaudfernau F, Lefebvre A, Engemann DA, et al. (2023) Cortico-Cerebellar neurodynamics during social interaction in Autism Spectrum Disorders. Neuroimage. Clinical. 39: 103465
Pretzsch CM, Floris DL, Schäfer T, et al. (2023) Cross-sectional and longitudinal neuroanatomical profiles of distinct clinical (adaptive) outcomes in autism. Molecular Psychiatry
Baumeister S, Moessnang C, Bast N, et al. (2023) Processing of social and monetary rewards in autism spectrum disorders. The British Journal of Psychiatry : the Journal of Mental Science. 1-12
Lefebvre A, Tillmann J, Cliquet F, et al. (2022) Tackling hypo and hyper sensory processing heterogeneity in autism: From clinical stratification to genetic pathways. Autism Research : Official Journal of the International Society For Autism Research
Volzhenin K, Changeux JP, Dumas G. (2022) Multilevel development of cognitive abilities in an artificial neural network. Proceedings of the National Academy of Sciences of the United States of America. 119: e2201304119
Mason L, Moessnang C, Chatham C, et al. (2022) Stratifying the autistic phenotype using electrophysiological indices of social perception. Science Translational Medicine. 14: eabf8987
Pretzsch CM, Schäfer T, Lombardo MV, et al. (2022) Neurobiological Correlates of Change in Adaptive Behavior in Autism. The American Journal of Psychiatry. appiajp21070711
Loth E, Ahmad J, Chatham C, et al. (2021) The meaning of significant mean group differences for biomarker discovery. Plos Computational Biology. 17: e1009477
Ecker C, Pretzsch CM, Bletsch A, et al. (2021) Interindividual Differences in Cortical Thickness and Their Genomic Underpinnings in Autism Spectrum Disorder. The American Journal of Psychiatry. appiajp202120050630
Bertelsen N, Landi I, Bethlehem RAI, et al. (2021) Imbalanced social-communicative and restricted repetitive behavior subtypes of autism spectrum disorder exhibit different neural circuitry. Communications Biology. 4: 574
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