Gilberto Medeiros

Affiliations.

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Institute of Mathematics and Computer Sciences

University of São Paulo

LabIC Room: 1-010/1-007

Av. Trabalhador São-carlense, 400, Centro

São Carlos / SP - Brasil, 13566-590

Hey there 👋! You can call me Gilberto. I’m currently a MSc. student in the Computer Science departament at ICMC in the University of Sao Paulo with emphasis on Artificial Intelligence and Time Series. I’m working as a researcher at LABIC under the supervision of prof. Diego Furtado Silva with Deep Learning methods for Time Series Classification and One-Class Learning.

I’ve made my BSc. degree at Federal Institute of Santa Catarina under the supervision of prof. Carlos Andres Ferrero, there I worked with an algorithm to transform brain tumor images into time series structures and then applying an unsupervised clustering algorithm to group the structures into clusters and after that analysing each tumor clusters.

news

Feb 28, 2024 Back to Brazil to present the research results at LabIC. 😄
Dec 01, 2023 Visiting France to work on Convolutions and Time Series with Dr. Germain Forestier.
Jun 27, 2023 I published a work about Machine Learning for Time Series in SBCAS 23. 🏥🎉
Jun 22, 2023 I published a work on Hemoglobin Estimation Small Data in CBMS 23. 🏥🎉
Aug 01, 2022 Started my master’s at ICMC USP working with time series and deep learning. 😄

latest posts

selected publications

  1. CBMS23
    Hemoglobin Estimation from Smartphone-Based Photoplethysmography with Small Data
    Diego F Silva , José Gilberto B De Medeiros , Lucas V Domingues , and 1 more author
    In 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) , 2023
  2. SBCAS23
    Aprendizado de Máquina Supervisionado para Séries Temporais na Área da Saúde
    Diego F Silva , Guilherme G Arcencio , José Gilberto BM Júnior , and 2 more authors
    Sociedade Brasileira de Computação, 2023
  3. ERBD22
    Agrupamento de Imagens Tumorais de MRI utilizando Extração de Descritores baseados em Séries Temporais
    José Gilberto B Medeiros Júnior , and Carlos Andrés Ferrero
    In Anais da XVII Escola Regional de Banco de Dados , 2022