Association between abnormal brain functional connectivity in children and psychopathology: A study based on graph theory and machine learning

Author:

Sato João Ricardo1234,Biazoli Claudinei Eduardo13,Salum Giovanni Abrahão45,Gadelha Ary24,Crossley Nicolas6,Vieira Gilson37ORCID,Zugman André24,Picon Felipe Almeida45,Pan Pedro Mario24,Hoexter Marcelo Queiroz248,Amaro Edson9,Anés Mauricio45,Moura Luciana Monteiro24,Del’Aquilla Marco Antonio Gomes24,Mcguire Philip6,Rohde Luis Augusto45,Miguel Euripedes Constantino48,Jackowski Andrea Parolin24,Bressan Rodrigo Affonseca24

Affiliation:

1. Center of Mathematics, Computation and Cognition, Universidade Federal do ABC, Santo André, Brazil;

2. Department of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil;

3. Department of Radiology, School of Medicine, University of Sao Paulo, Brazil;

4. National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil;

5. Hospital de Clinicas de Porto Alegre and Department of Psychiatry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil;

6. Department of Psychosis Studies, Institute of Psychiatry, King’s College London, United Kingdom;

7. Bioinformatics Program, Institute of Mathematics and Statistics, University of Sao Paulo, Brazil;

8. Department of Psychiatry, School of Medicine, University of Sao Paulo, Brazil;

9. Institute of Radiology (InRad), Faculdade de Medicina, Universidade de Sao Paulo, Brazil

Funder

FAPERGS

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Informa UK Limited

Subject

Biological Psychiatry,Psychiatry and Mental health

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