Multiclass classification of Autism Spectrum Disorder, attention deficit hyperactivity disorder, and typically developed individuals using fMRI functional connectivity analysis

• Caroline L. Alves ,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: CarolineLourencoAlves@th-ab.de

  Affiliation Laboratory for Hybrid Modeling, Aschaffenburg University of Applied Sciences, Aschaffenburg, Bayern, Germany

  https://orcid.org/0000-0003-4708-1330

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• Tiago Martinelli,

  Roles Formal analysis, Investigation, Software, Validation, Writing – original draft

  Affiliation Institute of Mathematical and Computer Sciences, University of São Paulo, São Paulo, São Paulo, Brazil

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• Loriz Francisco Sallum,

  Roles Validation, Writing – original draft

  Affiliation Institute of Mathematical and Computer Sciences, University of São Paulo, São Paulo, São Paulo, Brazil

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• Francisco Aparecido Rodrigues,

  Roles Validation, Writing – review & editing

  Affiliation Institute of Mathematical and Computer Sciences, University of São Paulo, São Paulo, São Paulo, Brazil

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• Thaise G. L. de O. Toutain,

  Roles Validation, Writing – review & editing

  Affiliation Health Sciences Institute, Federal University of Bahia, Salvador, Bahia, Brazil

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• Joel Augusto Moura Porto,

  Roles Validation, Writing – review & editing

  Affiliations Institute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos, São Paulo, Brazil, Institute of Biological Information Processing, Heinrich Heine University Düsseldorf, Düsseldorf, North Rhine–Westphalia Land, Germany

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• Christiane Thielemann,

  Roles Validation, Writing – review & editing

  Affiliation BioMEMS Lab, Aschaffenburg University of Applied Sciences, Aschaffenburg, Bayern, Germany

  https://orcid.org/0000-0002-9814-4744

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• Patrícia Maria de Carvalho Aguiar,

  Roles Validation, Writing – review & editing

  Affiliations Hospital Israelita Albert Einstein, São Paulo, São Paulo, Brazil, Department of Neurology and Neurosurgery, Federal University of São Paulo, São Paulo, São Paulo, Brazil

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• Michael Moeckel

  Roles Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Laboratory for Hybrid Modeling, Aschaffenburg University of Applied Sciences, Aschaffenburg, Bayern, Germany

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