CV Lattes
Universidade Federal do ABC (UFABC). Centro de Matemática, Computação e Cognição (CMCC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduation at Engenharia da Informação from Universidade Federal do ABC (2015), graduation at Bacharelado em Ciência da Computação from Universidade Municipal de São Caetano do Sul (2010), graduation at Ciência e Tecnologia from Universidade Federal do ABC (2013), master's at Information Science from Universidade Federal do ABC (2013) and doctorate at Neurociência e Cognição from Universidade Federal do ABC (2017). , acting on the following subjects: deep learning, machine learning, chronic schizophrenia, neuroimaging and convolutional neural networks. (Source: Lattes Curriculum)
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Neuroscience has served as basis for a better understanding of phenomena related to brain function. Its development helps with various fields of medicine such as psychiatry, which currently still performs a diagnostic work very subjective. So any objective information linked to the neural substrates of psychiatric disorders are of great value as a complement to the conventional diagnostic…
Neuroimaging studies in psychiatry can potentially elucidate biological pathways, identify biomarkers of disease, prognosis, or treatment, and help redefine diagnostic boundaries. However, the availability of large-scale dataset is of paramount importance to properly evaluate these studies. In addition, the high-dimensional space of neuroimaging data requires sophisticated processing meth…
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