Pattern learning reveals brain asymmetry to be linked to socioeconomic status.

brain lateralization hemispheric asymmetry machine learning multi-output pattern learning population neuroscience socioeconomic status

Journal

Cerebral cortex communications
ISSN: 2632-7376
Titre abrégé: Cereb Cortex Commun
Pays: United States
ID NLM: 101767128

Informations de publication

Date de publication:
2022
Historique:
received: 25 10 2021
revised: 13 05 2022
accepted: 15 05 2022
entrez: 15 6 2022
pubmed: 16 6 2022
medline: 16 6 2022
Statut: epublish

Résumé

Socioeconomic status (SES) anchors individuals in their social network layers. Our embedding in the societal fabric resonates with habitus, world view, opportunity, and health disparity. It remains obscure how distinct facets of SES are reflected in the architecture of the central nervous system. Here, we capitalized on multivariate multi-output learning algorithms to explore possible imprints of SES in gray and white matter structure in the wider population (

Identifiants

pubmed: 35702547
doi: 10.1093/texcom/tgac020
pii: tgac020
pmc: PMC9188625
doi:

Types de publication

Journal Article

Langues

eng

Pagination

tgac020

Subventions

Organisme : Medical Research Council
ID : MC_PC_17228
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_QA137853
Pays : United Kingdom

Informations de copyright

© The Author(s) 2022. Published by Oxford University Press.

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Auteurs

Timm B Poeppl (TB)

Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.

Emile Dimas (E)

Department of Biomedical Engineering, McConnell Brain Imaging Center (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, School of Computer Science, McGill University, Montreal, Quebec, Canada.

Katrin Sakreida (K)

Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.

Julius M Kernbach (JM)

Department of Neurosurgery, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.

Ross D Markello (RD)

McConnell Brain Imaging Center (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Quebec, Canada.

Oliver Schöffski (O)

Department of Health Management, School of Business, Economics and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nürnberg, Germany.

Alain Dagher (A)

Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada.

Philipp Koellinger (P)

Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.

Gideon Nave (G)

Marketing Department, The Wharton School, University of Pennsylvania, Philadelphia, PA, USA.

Martha J Farah (MJ)

Center for Neuroscience and Society, University of Pennsylvania, Philadelphia, PA, USA.

Bratislav Mišić (B)

McConnell Brain Imaging Center (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Quebec, Canada.

Danilo Bzdok (D)

Department of Biomedical Engineering, McConnell Brain Imaging Center (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, School of Computer Science, McGill University, Montreal, Quebec, Canada.

Classifications MeSH