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

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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Year Citation  Score
2024 Moreau Q, Brun F, Ayrolles A, Nadel J, Dumas G. Distinct social behavior and inter-brain connectivity in Dyads with autistic individuals. Social Neuroscience. 1-13. PMID 39023438 DOI: 10.1080/17470919.2024.2379917  0.359
2023 Lefebvre A, Traut N, Pedoux A, Maruani A, Beggiato A, Elmaleh M, Germanaud D, Amestoy A, Ly-Le Moal M, Chatham C, Murtagh L, Bouvard M, Alisson M, Leboyer M, Bourgeron T, ... ... Dumas G, et al. Exploring the multidimensional nature of repetitive and restricted behaviors and interests (RRBI) in autism: neuroanatomical correlates and clinical implications. Molecular Autism. 14: 45. PMID 38012709 DOI: 10.1186/s13229-023-00576-z  0.66
2023 Gaudfernau F, Lefebvre A, Engemann DA, Pedoux A, Bánki A, Baillin F, Landman B, Maruani A, Amsellem F, Bourgeron T, Delorme R, Dumas G. Cortico-Cerebellar neurodynamics during social interaction in Autism Spectrum Disorders. Neuroimage. Clinical. 39: 103465. PMID 37454469 DOI: 10.1016/j.nicl.2023.103465  0.696
2023 Pretzsch CM, Floris DL, Schäfer T, Bletsch A, Gurr C, Lombardo MV, Chatham CH, Tillmann J, Charman T, Arenella M, Jones E, Ambrosino S, Bourgeron T, Dumas G, Cliquet F, et al. Cross-sectional and longitudinal neuroanatomical profiles of distinct clinical (adaptive) outcomes in autism. Molecular Psychiatry. PMID 36991132 DOI: 10.1038/s41380-023-02016-z  0.653
2023 Baumeister S, Moessnang C, Bast N, Hohmann S, Aggensteiner P, Kaiser A, Tillmann J, Goyard D, Charman T, Ambrosino S, Baron-Cohen S, Beckmann C, Bölte S, Bourgeron T, Rausch A, ... ... Dumas G, et al. Processing of social and monetary rewards in autism spectrum disorders. The British Journal of Psychiatry : the Journal of Mental Science. 1-12. PMID 36700346 DOI: 10.1192/bjp.2022.157  0.663
2022 Lefebvre A, Tillmann J, Cliquet F, Amsellem F, Maruani A, Leblond C, Beggiato A, Germanaud D, Amestoy A, Ly-Le Moal M, Umbricht D, Chatham C, Murtagh L, Bouvard M, Leboyer M, ... ... Dumas G, et al. 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. PMID 36464763 DOI: 10.1002/aur.2861  0.632
2022 Volzhenin K, Changeux JP, Dumas G. 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. PMID 36122214 DOI: 10.1073/pnas.2201304119  0.373
2022 Mason L, Moessnang C, Chatham C, Ham L, Tillmann J, Dumas G, Ellis C, Leblond CS, Cliquet F, Bourgeron T, Beckmann C, Charman T, Oakley B, Banaschewski T, Meyer-Lindenberg A, et al. Stratifying the autistic phenotype using electrophysiological indices of social perception. Science Translational Medicine. 14: eabf8987. PMID 35976994 DOI: 10.1126/scitranslmed.abf8987  0.682
2022 Pretzsch CM, Schäfer T, Lombardo MV, Warrier V, Mann C, Bletsch A, Chatham CH, Floris DL, Tillmann J, Yousaf A, Jones E, Charman T, Ambrosino S, Bourgeron T, Dumas G, et al. Neurobiological Correlates of Change in Adaptive Behavior in Autism. The American Journal of Psychiatry. appiajp21070711. PMID 35331004 DOI: 10.1176/appi.ajp.21070711  0.656
2021 Loth E, Ahmad J, Chatham C, López B, Carter B, Crawley D, Oakley B, Hayward H, Cooke J, San José Cáceres A, Bzdok D, Jones E, Charman T, Beckmann C, Bourgeron T, ... ... Dumas G, et al. The meaning of significant mean group differences for biomarker discovery. Plos Computational Biology. 17: e1009477. PMID 34793435 DOI: 10.1371/journal.pcbi.1009477  0.618
2021 Ecker C, Pretzsch CM, Bletsch A, Mann C, Schaefer T, Ambrosino S, Tillmann J, Yousaf A, Chiocchetti A, Lombardo MV, Warrier V, Bast N, Moessnang C, Baumeister S, Dell'Acqua F, ... ... Dumas G, et al. Interindividual Differences in Cortical Thickness and Their Genomic Underpinnings in Autism Spectrum Disorder. The American Journal of Psychiatry. appiajp202120050630. PMID 34503340 DOI: 10.1176/appi.ajp.2021.20050630  0.661
2021 Bertelsen N, Landi I, Bethlehem RAI, Seidlitz J, Busuoli EM, Mandelli V, Satta E, Trakoshis S, Auyeung B, Kundu P, Loth E, Dumas G, Baumeister S, Beckmann CF, Bölte S, et al. Imbalanced social-communicative and restricted repetitive behavior subtypes of autism spectrum disorder exhibit different neural circuitry. Communications Biology. 4: 574. PMID 33990680 DOI: 10.1038/s42003-021-02015-2  0.664
2021 Pavlov YG, Adamian N, Appelhoff S, Arvaneh M, Benwell CSY, Beste C, Bland AR, Bradford DE, Bublatzky F, Busch NA, Clayson PE, Cruse D, Czeszumski A, Dreber A, Dumas G, et al. #EEGManyLabs: Investigating the replicability of influential EEG experiments. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. PMID 33965167 DOI: 10.1016/j.cortex.2021.03.013  0.656
2021 Dumas G, Malesys S, Bourgeron T. Systematic detection of brain protein-coding genes under positive selection during primate evolution and their roles in cognition. Genome Research. PMID 33441416 DOI: 10.1101/gr.262113.120  0.637
2020 Dumas G, Goubran-Botros H, Matondo M, Pagan C, Boulègue C, Chaze T, Chamot-Rooke J, Maronde E, Bourgeron T. Mass-spectrometry analysis of the human pineal proteome during night and day and in autism. Journal of Pineal Research. e12713. PMID 33368564 DOI: 10.1111/jpi.12713  0.616
2020 Baillin F, Lefebvre A, Pedoux A, Beauxis Y, Engemann DA, Maruani A, Amsellem F, Kelso JAS, Bourgeron T, Delorme R, Dumas G. Interactive Psychometrics for Autism With the Human Dynamic Clamp: Interpersonal Synchrony From Sensorimotor to Sociocognitive Domains. Frontiers in Psychiatry. 11: 510366. PMID 33324246 DOI: 10.3389/fpsyt.2020.510366  0.681
2020 Moreau CA, Urchs SGW, Kuldeep K, Orban P, Schramm C, Dumas G, Labbe A, Huguet G, Douard E, Quirion PO, Lin A, Kushan L, Grot S, Luck D, Mendrek A, et al. Mutations associated with neuropsychiatric conditions delineate functional brain connectivity dimensions contributing to autism and schizophrenia. Nature Communications. 11: 5272. PMID 33077750 DOI: 10.1038/s41467-020-18997-2  0.65
2020 Ayrolles A, Brun F, Chen P, Djalovski A, Beauxis Y, Delorme R, Bourgeron T, Dikker S, Dumas G. HyPyP: a Hyperscanning Python Pipeline for inter-brain connectivity analysis. Social Cognitive and Affective Neuroscience. PMID 33031496 DOI: 10.1093/scan/nsaa141  0.677
2020 Tillmann J, Uljarevic M, Crawley D, Dumas G, Loth E, Murphy D, Buitelaar J, Charman T. Dissecting the phenotypic heterogeneity in sensory features in autism spectrum disorder: a factor mixture modelling approach. Molecular Autism. 11: 67. PMID 32867850 DOI: 10.1186/S13229-020-00367-W  0.368
2020 Dohmatob E, Dumas G, Bzdok D. Dark control: The default mode network as a reinforcement learning agent. Human Brain Mapping. PMID 32500968 DOI: 10.1002/Hbm.25019  0.321
2020 Dumas G, Gozé T, Micoulaud-Franchi JA. "Social physiology" for psychiatric semiology: How TTOM can initiate an interactive turn for computational psychiatry? The Behavioral and Brain Sciences. 43: e102. PMID 32460917 DOI: 10.1017/S0140525X19002735  0.356
2020 Dumas G, Moreau Q, Tognoli E, Kelso JAS. The Human Dynamic Clamp Reveals the Fronto-Parietal Network Linking Real-Time Social Coordination and Cognition. Cerebral Cortex (New York, N.Y. : 1991). 30: 3271-3285. PMID 31867672 DOI: 10.1093/Cercor/Bhz308  0.722
2019 Wolfers T, Floris DL, Dinga R, van Rooij D, Isakoglou C, Kia SM, Zabihi M, Llera A, Chowdanayaka R, Kumar VJ, Peng H, Laidi C, Batalle D, Dimitrova R, Charman T, ... ... Dumas G, et al. From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder. Neuroscience and Biobehavioral Reviews. PMID 31330196 DOI: 10.1016/J.Neubiorev.2019.07.010  0.364
2019 Barraza P, Dumas G, Liu H, Blanco-Gomez G, van den Heuvel MI, Baart M, Pérez A. Implementing EEG hyperscanning setups. Methodsx. 6: 428-436. PMID 30906698 DOI: 10.1016/J.Mex.2019.02.021  0.321
2019 Maruani A, Dumas G, Beggiato A, Traut N, Peyre H, Cohen-Freoua A, Amsellem F, Elmaleh M, Germanaud D, Launay JM, Bourgeron T, Toro R, Delorme R. Morning Plasma Melatonin Differences in Autism: Beyond the Impact of Pineal Gland Volume. Frontiers in Psychiatry. 10: 11. PMID 30787884 DOI: 10.3389/Fpsyt.2019.00011  0.652
2019 Pérez A, Dumas G, Karadag M, Duñabeitia JA. Differential brain-to-brain entrainment while speaking and listening in native and foreign languages. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. 111: 303-315. PMID 30598230 DOI: 10.1016/J.Cortex.2018.11.026  0.309
2018 Zabihi M, Oldehinkel M, Wolfers T, Frouin V, Goyard D, Loth E, Charman T, Tillmann J, Banaschewski T, Dumas G, Holt R, Baron-Cohen S, Durston S, Bölte S, Murphy D, et al. Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 30799285 DOI: 10.1016/J.Bpsc.2018.11.013  0.376
2018 Lefebvre A, Delorme R, Delanoë C, Amsellem F, Beggiato A, Germanaud D, Bourgeron T, Toro R, Dumas G. Alpha Waves as a Neuromarker of Autism Spectrum Disorder: The Challenge of Reproducibility and Heterogeneity. Frontiers in Neuroscience. 12: 662. PMID 30327586 DOI: 10.3389/Fnins.2018.00662  0.657
2018 Micoulaud-Franchi JA, Quiles C, Batail JM, Lancon C, Masson M, Dumas G, Cermolacce M. Making psychiatric semiology great again: A semiologic, not nosologic challenge. L'Encephale. PMID 29885784 DOI: 10.1016/J.Encep.2018.01.007  0.338
2018 Tognoli E, Dumas G, Kelso JAS. A roadmap to computational social neuroscience. Cognitive Neurodynamics. 12: 135-140. PMID 29435093 DOI: 10.1007/S11571-017-9462-0  0.708
2017 Charman T, Loth E, Tillmann J, Crawley D, Wooldridge C, Goyard D, Ahmad J, Auyeung B, Ambrosino S, Banaschewski T, Baron-Cohen S, Baumeister S, Beckmann C, Bölte S, Bourgeron T, ... ... Dumas G, et al. The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation. Molecular Autism. 8: 27. PMID 28649313 DOI: 10.1186/S13229-017-0145-9  0.664
2017 Loth E, Charman T, Mason L, Tillmann J, Jones EJH, Wooldridge C, Ahmad J, Auyeung B, Brogna C, Ambrosino S, Banaschewski T, Baron-Cohen S, Baumeister S, Beckmann C, Brammer M, ... ... Dumas G, et al. The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders. Molecular Autism. 8: 24. PMID 28649312 DOI: 10.1186/S13229-017-0146-8  0.676
2017 Lefebvre A, Delanoé C, Bourgeron T, Delorme R, Dumas G. Le rythme Alpha comme biomarqueur dans les troubles du spectre autistique : challenge de sa reproductibilité et son hétérogénéité Neurophysiologie Clinique/Clinical Neurophysiology. 47: 207-208. DOI: 10.1016/J.Neucli.2017.05.057  0.617
2016 Zhang M, Dumas G, Kelso JA, Tognoli E. Enhanced emotional responses during social coordination with a virtual partner. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. PMID 27094374 DOI: 10.1016/J.Ijpsycho.2016.04.001  0.73
2015 Kostrubiec V, Dumas G, Zanone PG, Kelso JA. The Virtual Teacher (VT) Paradigm: Learning New Patterns of Interpersonal Coordination Using the Human Dynamic Clamp. Plos One. 10: e0142029. PMID 26569608 DOI: 10.1371/Journal.Pone.0142029  0.528
2015 Mosca-Boidron AL, Gueneau L, Huguet G, Goldenberg A, Henry C, Gigot N, Pallesi-Pocachard E, Falace A, Duplomb L, Thevenon J, Duffourd Y, St-Onge J, Chambon P, Rivière JB, Thauvin-Robinet C, ... ... Dumas G, et al. A de novo microdeletion of SEMA5A in a boy with autism spectrum disorder and intellectual disability. European Journal of Human Genetics : Ejhg. PMID 26395558 DOI: 10.1038/Ejhg.2015.211  0.664
2015 Clark I, Dumas G. Toward a neural basis for peer-interaction: what makes peer-learning tick? Frontiers in Psychology. 6: 28. PMID 25713542 DOI: 10.3389/Fpsyg.2015.00028  0.32
2014 Dumas G, Kelso JA, Nadel J. Tackling the social cognition paradox through multi-scale approaches. Frontiers in Psychology. 5: 882. PMID 25161642 DOI: 10.3389/Fpsyg.2014.00882  0.566
2014 Dumas G, Soussignan R, Hugueville L, Martinerie J, Nadel J. Revisiting mu suppression in autism spectrum disorder Brain Research. 1585: 108-119. PMID 25148709 DOI: 10.1016/J.Brainres.2014.08.035  0.629
2014 Dumas G, de Guzman GC, Tognoli E, Kelso JA. The human dynamic clamp as a paradigm for social interaction. Proceedings of the National Academy of Sciences of the United States of America. 111: E3726-34. PMID 25114256 DOI: 10.1073/Pnas.1407486111  0.746
2014 Nadel J, Dumas G. The Interacting Body: Intra- and Interindividual Processes During Imitation Journal of Cognitive Education and Psychology. 13: 163-175. DOI: 10.1891/1945-8959.13.2.163  0.397
2014 Kelso JAS, Tognoli E, Dumas G. Coordination dynamics: Bidirectional coupling between Humans, machines and brains Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 2014: 2240-2243. DOI: 10.1109/smc.2014.6974258  0.645
2013 Micoulaud-Franchi JA, Fond G, Dumas G. Cyborg psychiatry to ensure agency and autonomy in mental disorders. A proposal for neuromodulation therapeutics. Frontiers in Human Neuroscience. 7: 463. PMID 24046734 DOI: 10.3389/Fnhum.2013.00463  0.319
2013 Kelso JA, Dumas G, Tognoli E. Outline of a general theory of behavior and brain coordination. Neural Networks : the Official Journal of the International Neural Network Society. 37: 120-31. PMID 23084845 DOI: 10.1016/J.Neunet.2012.09.003  0.725
2012 Dumas G, Chavez M, Nadel J, Martinerie J. Anatomical connectivity influences both intra- and inter-brain synchronizations. Plos One. 7: e36414. PMID 22590539 DOI: 10.1371/Journal.Pone.0036414  0.644
2012 Dumas G, Martinerie J, Soussignan R, Nadel J. Does the brain know who is at the origin of what in an imitative interaction? Frontiers in Human Neuroscience. 6: 128. PMID 22582043 DOI: 10.3389/Fnhum.2012.00128  0.626
2012 Dumas G, Martinerie J, Soussignan R, Nadel J. Does the brain know who is at the origin of what in an imitative interaction? Frontiers in Human Neuroscience. DOI: 10.3389/fnhum.2012.00128  0.593
2011 Dumas G. Towards a two-body neuroscience. Communicative & Integrative Biology. 4: 349-52. PMID 21980578 DOI: 10.4161/Cib.4.3.15110  0.423
2011 Dumas G, Lachat F, Martinerie J, Nadel J, George N. From social behaviour to brain synchronization: Review and perspectives in hyperscanning Irbm. 32: 48-53. DOI: 10.1016/J.Irbm.2011.01.002  0.643
2010 Dumas G, Nadel J, Soussignan R, Martinerie J, Garnero L. Inter-brain synchronization during social interaction. Plos One. 5: e12166. PMID 20808907 DOI: 10.1371/Journal.Pone.0012166  0.733
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