• Abnormal functional resting-state networks in ADHD : graph theory and pattern recognition analysis of fMRI data 

      Siqueira, Anderson dos Santos; Biazoli Junior, Claudinei Eduardo; Comfort, William Edgar; Rohde, Luis Augusto Paim; Sato, João Ricardo (2014) [Artigo de periódico]
      The framework of graph theory provides useful tools for investigating the neural substrates of neuropsychiatric disorders. Graph description measures may be useful as predictor variables in classification procedures. Here, ...
    • Assessing atypical brain functional connectivity development : an approach based on generative adversarial networks 

      Santos, Pedro Machado Nery dos; Mendes, Sérgio Leonardo; Biazoli Junior, Claudinei Eduardo; Gadelha, Ary; Salum Junior, Giovanni Abrahão; Miguel, Eurípedes Constantino; Rohde, Luis Augusto Paim; Sato, João Ricardo (2023) [Artigo de periódico]
      Generative Adversarial Networks (GANs) are promising analytical tools in machine learning applications. Characterizing atypical neurodevelopmental processes might be useful in establishing diagnostic and prognostic biomarkers ...
    • Commentary : functional connectome fingerprint : identifying individuals using patterns of brain connectivity 

      Biazoli Junior, Claudinei Eduardo; Salum Junior, Giovanni Abrahão; Pan, Pedro Mario; Zugman, André; Amaro Júnior, Edson; Rohde, Luis Augusto Paim; Miguel, Eurípedes Constantino; Jackowski, Andrea Parolin; Bressan, Rodrigo Affonseca; Sato, João Ricardo (2017) [Artigo de periódico]
    • Connectome hubs at resting state in children and adolescents : reproducibility and psychopathological correlation 

      Sato, João Ricardo; Biazoli Junior, Claudinei Eduardo; Salum Junior, Giovanni Abrahão; Gadelha, Ary; Crossley, Nicolas; Vieira, Gilson; Zugman, André; Picon, Felipe Almeida; Pan, Pedro Mario; Hoexter, Marcelo Queiroz; Anés, Maurício; Moura, Luciana Monteiro; Del'Aquilla, Marco Antonio Gomes; Amaro Júnior, Edson; McGuire, Philip; Rohde, Luis Augusto Paim; Miguel, Eurípedes Constantino; Bressan, Rodrigo Affonseca; Jackowski, Andrea Parolin (2016) [Artigo de periódico]
      Functional brain hubs are key integrative regions in brain networks. Recently, brain hubs identifiedthrough resting-state fMRI have emerged as interesting targets to increase understanding of the relation-ships between ...
    • Polygenic risk score for attention-deficit/hyperactivity disorder and brain functional networks segregation in a community-based sample 

      Sato, João Ricardo; Biazoli Junior, Claudinei Eduardo; Bueno, Ana Paula Arantes de Andrade; Caye, Arthur; Pan, Pedro Mario; Santoro, Marcos Leite; Mauer, Jessica Honorato; Salum Junior, Giovanni Abrahão; Hoexter, Marcelo Queiroz; Bressan, Rodrigo Affonseca; Jackowski, Andrea Parolin; Miguel, Eurípedes Constantino; Belangero, Síntia Iole Nogueira; Rohde, Luis Augusto Paim (2023) [Artigo de periódico]
      Neuroimaging studies suggest that brain development mechanisms might explain at least some behavioural and cognitive attention-deficit/hyperactivity disorder (ADHD) symptoms. However, the putative mechanisms by which genetic ...