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Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduation at Ciência da Computação from Universidade Estadual do Norte do Paraná (2017). (Source: Lattes Curriculum)
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With the advent of big data, data is being produced and generated on a large scale, used by Machine Learning (ML) models to generate new knowledge. Several areas have benefited from big data and ML, one of them being healthcare, which can employ complex data such as images to assist medical experts in decision making. While these concepts are valuable for healthcare, they can lead to issu…
The Blockchain technology has been gaining visibility in the market and the academic environment, due to its characteristics that allow to boost the security and reliability and robustness of distributed systems. Several areas are being considered with advances in research using this technology, such as: (i) finance, (ii) environment sensing, (iii) data analysis, and (iv) health. It is po…
In medical settings, data can be collected from heterogeneous sources, such as X-ray machines, blood exams, wearables, and Internet of Things devices. Artificial Intelligence (AI) strategies, such as Deep Learning (DL), can combine these data to discover patterns and anomalies. DL is specialized in classifying medical images to assist physicians in diagnosis. Even though AI can enhance th…
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