Guilherme Alberto Sousa Ribeiro

According to our database, Guilherme Alberto Sousa Ribeiro authored at least 8 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

From bibliometrics to text mining: exploring feature selection methods in microarray research.

Guilherme Alberto Sousa Ribeiro, Rommel Melgaço Barbosa, Márcio Reis, Nattane Luiza da Costa

Commun. Stat. Simul. Comput., August, 2025

Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs.

Thiago Fellipe Ortiz de Camargo, Guilherme Alberto Sousa Ribeiro, Maria Carolina Bueno da Silva, Luan Oliveira da Silva, Pedro Paulo Teixeira e Silva Torres, Denise do Socorro da Silva Rodrigues, Mayler Olombrada Nunes de Santos, William Salibe Filho, Marcela Emer Egypto Rosa, Magdala de Araujo Novaes, Thiago Augusto Massarutto, Osvaldo Landi Junior, Elaine Yanata, Marcio Rodrigues da Cunha Reis, Gilberto Szarf, Pedro Vieira Santana Netto, Joselisa Peres Queiroz de Paiva

Frontiers Artif. Intell., 2025

From Execution to Representation: Capturing Metaheuristic Behaviour via Graph-Derived Meta-features.

José Carlos Souza Pacheco Júnior, Enrico Uchoa da Silva Leal, Nicolly Carvalho Cutrim, Guilherme Alberto Sousa Ribeiro, Bruno Feres de Souza, Alexandre César Muniz de Oliveira

Proceedings of the Progress in Artificial Intelligence, 2025

2024

Classification of Pulmonary Embolism on Computed Tomography Angiography Using Artificial Intelligence.

Luan Silva, Maria Carolina Coradini, Guilherme Alberto Sousa Ribeiro, Thiago Fellipe Ortiz de Camargo, Paulo Victor dos Santos, Giovanna Mendes, Joselisa de Paiva, Wesley Pacheco Calixto, Letícia Rittner, Rafael Loureiro, Márcio Reis, Anderson Soares

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Brain Age Prediction Based on Head Computed Tomography Segmentation.

Artur Paulo, Fabiano Filho, Tayran Olegário, Bruna Pinto, Rafael Loureiro, Guilherme Alberto Sousa Ribeiro, Camila Silva, Regiane Carvalho, Paulo Santos, Eduardo Reis, Giovanna Mendes, Joselisa de Paiva, Márcio Reis, Letícia Rittner

Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023

Convolutional Neural Network for Pleural Effusion Classification.

Brunna C. R. S. Furriel, Artur Paulo, Guilherme Alberto Sousa Ribeiro, Paulo Santos, Eduardo Reis, Giovanna Mendes, Joselisa Q. Paiva, Rafael Loureiro, Letícia Rittner, Márcio Reis

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

2021

A practical Deep Learning approach to assist COVID-19 detection based on Chest X-ray images.

Thiago Fellipe Ortiz de Camargo, Paulo Victor dos Santos, Sthefanie Monica Premebida, Guilherme Alberto Sousa Ribeiro, Mayler Olombrada, Vinicios Roberto Soares, Rommel Melgaço Barbosa, Wesley Pacheco Calixto, Cleomar Rocha, Cristhiane Gonçalves, Fernanda Cristina Corrêa, Virgínia Helena Varotto Baroncini, Marcella Scoczynski Ribeiro Martins

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

2015

Patient-Specific Modeling of Medical Data.

Guilherme Alberto Sousa Ribeiro, Alexandre César Muniz de Oliveira, Antonio Luiz S. Ferreira, Shyam Visweswaran, Gregory F. Cooper

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015