CV Lattes
ResearcherID
ORCID
Google Scholar Citations
Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Graduating in Bachelor of Science in Computer Science at the Institute of Mathematical and Computer Sciences of the University of São Paulo (ICMC-USP), Campus São Carlos. Currently, as a FAPESP fellow, he is developing a machine learning model for diagnosing carcinoma in head and neck cancer, including explainable AI for medical validation. Previously, he was a volunteer researcher at CNPq, creating an educational chatbot aimed at preparing Brazilian students for the ENEM. He was a national gold medalist at the International Mathematics Olympiad without Borders (OIMSF). He is interested in the areas of Artificial Intelligence, Computer Vision and Natural Language Processing. (Source: Lattes Curriculum)
| News published in Agência FAPESP Newsletter about the researcher |
| More itemsLess items |
| TITULO |
| Articles published in other media outlets ( ): |
| More itemsLess items |
| VEICULO: TITULO (DATA) |
| VEICULO: TITULO (DATA) |
The use of Artificial Intelligence (AI), such as Convolutional Neural Networks (CNNs), has demonstrated efficiency and high assertiveness for medical applications. Despite this success, there are significant challenges to be overcome, related to the availability of "real-world data" and CNN architectures, which face challenges in terms of reliability and explainability, given that the use…
The advancement of Computer Vision techniques, especially with Convolutional Neural Networks (CNNs), has enabled faster and more accurate medical diagnoses. However, the lack of interpretability of these models limits their clinical adoption due to a lack of transparency - particularly critical in the diagnosis of head and neck cancer. This project proposes the development and application…
| 1 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Ongoing scholarships abroad |
| 2 / 2 | All Scholarships |
| Associated processes | |