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The World Journal of Biological Psychiatry Volume 19, 2018 - Issue 2
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Original Investigation

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

João Ricardo SatoCenter of Mathematics, Computation and Cognition, Universidade Federal do ABC, Santo André, Brazil; ;Department of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;Department of Radiology, School of Medicine, University of Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; Correspondence[email protected]
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Claudinei Eduardo Biazoli Jr.Center of Mathematics, Computation and Cognition, Universidade Federal do ABC, Santo André, Brazil; ;Department of Radiology, School of Medicine, University of Sao Paulo, Brazil; View further author information
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Giovanni Abrahão SalumNational Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; ;Hospital de Clinicas de Porto Alegre and Department of Psychiatry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil; View further author information
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Ary GadelhaDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Nicolas CrossleyDepartment of Psychosis Studies, Institute of Psychiatry, King’s College London, United Kingdom; View further author information
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Gilson VieiraDepartment of Radiology, School of Medicine, University of Sao Paulo, Brazil; ;Bioinformatics Program, Institute of Mathematics and Statistics, University of Sao Paulo, Brazil; ORCID Iconhttp://orcid.org/0000-0001-5877-2810View further author information
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André ZugmanDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Felipe Almeida PiconNational Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; ;Hospital de Clinicas de Porto Alegre and Department of Psychiatry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil; View further author information
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Pedro Mario PanDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Marcelo Queiroz HoexterDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; ;Department of Psychiatry, School of Medicine, University of Sao Paulo, Brazil; View further author information
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Edson Amaro Jr.Institute of Radiology (InRad), Faculdade de Medicina, Universidade de Sao Paulo, BrazilView further author information
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Mauricio AnésNational Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; ;Hospital de Clinicas de Porto Alegre and Department of Psychiatry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil; View further author information
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Luciana Monteiro MouraDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Marco Antonio Gomes Del’AquillaDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Philip McguireDepartment of Psychosis Studies, Institute of Psychiatry, King’s College London, United Kingdom; View further author information
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Luis Augusto RohdeNational Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; ;Hospital de Clinicas de Porto Alegre and Department of Psychiatry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil; View further author information
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Euripedes Constantino MiguelNational Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; ;Department of Psychiatry, School of Medicine, University of Sao Paulo, Brazil; View further author information
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Andrea Parolin JackowskiDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Rodrigo Affonseca BressanDepartment of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil; ;National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Brazil; View further author information
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Pages 119-129 | Received 15 Apr 2016, Accepted 14 Dec 2016, Published online: 08 Feb 2017

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