CV Lattes
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Universidade Federal do ABC (UFABC). Centro de Matemática, Computação e Cognição (CMCC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduation at Bacharelado em Estatística from Universidade de São Paulo (2002), master's at Probability and Statistics from Universidade de São Paulo (2004) and doctorate at Probability and Statistics from Universidade de São Paulo (2007). Has experience in Probability and Statistics, acting on the following subjects: selante, anova, regressão and efeitos aleatórios. (Source: Lattes Curriculum)
| Articles published in Pesquisa FAPESP Magazine about the researcher: |
| Una larga maduración |
| A long maturation period |
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Handling and interpreting large volumes of multimodal data is a central challenge, requiring specialized AI and computational tools. This project will employ high-performance computing and AI algorithms on data obtained from cutting-edge technologies to investigate human behaviors and phenotypes at various biological scales, from molecular to environmental levels. It capitalizes on our pr…
Fibromyalgia is a multifaceted condition, associated with a history of abuse and with a significant impact on quality of life. Treatment aimed solely at relieving symptoms has been ineffective and expensive, leading to excessive use of analgesics, including opioids. Given the high failure rates, the search for composite biomarkers that integrate clinical, biological and psychological aspe…
Electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) are techniques for investigating brain function non-invasively, which individually offer high temporal resolution (EEG) or greater spatial resolution (fNIRS). In this way, the combination of EEG with fNIRS not only overcomes the individual limitations of each technique, but also creates an important experimenta…
(Only some records are available in English at this moment)
The importance of statistics in natural sciences is unquestionable. Statistics is essential to analyze data appropriately and to reach reliable conclusions. However, little is known about formal statistical methods on graphs and their theoretical properties even with an increasing number of reports on the analysis of real world networks (e.g. functional brain networks, protein-protein int…
The Federal University of ABC (UFABC) is one of the new Brazilian federal universities, created by Law 11,145 on 26 July 2005. Therefore, the support of development agencies is indeed essential for the research development in a level of excellence. In this proposal, we present a project to use the FAPESP-RTI of CMCC. This proposal focuses on the acquisition boards for hardware designs, an…
Neuroimaging methods technology such as functional MRI, tractography, voxel-based morphometry, analysis of cortical surface are advancing rapidly, allowing the observation of distinct aspects of brain structure and function, playing a fundamental contribution to the understanding of mental disorders (MD). Traditionally, "average" comparison between groups of healthy subjects and patients …
(Only some records are available in English at this moment)
The period of childhood and adolescence is essential for comprehending brain function mechanisms, especially within multiple neuropsychiatric conditions. Once most psychiatric disorders begin at this phase, where the brain passes through intense changes that result in the consolidation of brain connectivity networks. In particular, the study of neurophysiology during the resting state (i.…
(Only some records are available in English at this moment)
The period of childhood and adolescence is essential for comprehending brain function mechanisms, especially within multiple neuropsychiatric conditions. Once most psychiatric disorders begin at this phase, where the brain passes through intense changes that result in the consolidation of brain connectivity networks. In particular, the study of neurophysiology during the resting state (i.…
The nature and extent of episodic memory impairment in amyotrophic lateral sclerosis (ALS) is not clear and vary among studies, with some studies reporting impairment in immediate recall and/or delayed recall, while others report deficits only in recognition. These deficits suggest encoding and consolidation problems, which are generally associated with temporal lobe dysfunctions. Indeed,…
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…
| 4 / 4 | Ongoing grants |
| 6 / 6 | Completed research grants |
| 1 / 1 | Ongoing scholarships in Brazil |
| 13 / 13 | Completed scholarships in Brazil |
| 3 / 3 | Completed scholarships abroad |
| 27 / 27 | All research grants and scholarships |
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