Multiclass classification of Autism Spectrum Disorder, attention deficit hyperactivity disorder, and typically developed individuals using fMRI functional connectivity analysis
Alves, Caroline L, Martinelli, Tiago, Sallum, Loriz Francisco, Rodrigues, Francisco Aparecido, Toutain, Thaise G L de O, Porto, Joel Augusto Moura, Thielemann, Christiane, Aguiar, Patrícia Maria de Carvalho, Moeckel, Michael
Published in PloS one (17.10.2024)
Published in PloS one (17.10.2024)
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Diagnosis of autism spectrum disorder based on functional brain networks and machine learning
Alves, Caroline L., Toutain, Thaise G. L. de O., de Carvalho Aguiar, Patricia, Pineda, Aruane M., Roster, Kirstin, Thielemann, Christiane, Porto, Joel Augusto Moura, Rodrigues, Francisco A.
Published in Scientific reports (18.05.2023)
Published in Scientific reports (18.05.2023)
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Analysis of functional connectivity using machine learning and deep learning in different data modalities from individuals with schizophrenia
Alves, Caroline L, Toutain, Thaise G L de O., Porto, Joel Augusto Moura, Aguiar, Patrícia Maria de Carvalho, de Sena, Eduardo Pondé, Rodrigues, Francisco A, Pineda, Aruane M, Thielemann, Christiane
Published in Journal of neural engineering (01.10.2023)
Published in Journal of neural engineering (01.10.2023)
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On the advances in machine learning and complex network measures to an EEG dataset from DMT experiments
Alves, Caroline L, Ciba, Manuel, de O. Toutain, Thaise G L, Augusto Moura Porto, Joel, Pondé de Sena, Eduardo, Thielemann, Christiane, Rodrigues, Francisco A
Published in Journal of physic, complexity (01.03.2024)
Published in Journal of physic, complexity (01.03.2024)
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Directed brain interactions over time: A resting-state EEG comparison between schizophrenia and healthy individuals
Toutain, Thaise G. L. de O., Miranda, José Garcia V., do Rosário, Raphael S., de Sena, Eduardo Pondé
Published in Psychiatry research. Neuroimaging (01.10.2024)
Published in Psychiatry research. Neuroimaging (01.10.2024)
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