Rafael Teixeira Sousa

According to our database, Rafael Teixeira Sousa authored at least 7 papers between 2013 and 2023.

Collaborative distances:

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

2023

Live Birth Forecasting in Brazillian Health Regions with Tree-based Machine Learning Models.

Douglas Vieira Do Nascimento, Rafael Teixeira Sousa, Diogo Fernandes Costa Silva, Daniel do Prado Pagotto, Clarimar José Coelho, Arlindo Rodrigues Galvão Filho

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Live Births Prediction using Legendre Memory Unit: A Case Study for the Health Regions of Goiás.

Gabriela Kaori Diógenes, Arthur Ricardo De Sousa Vitória, Diogo Fernandes Costa Silva, Daniel do Prado Pagotto, Rafael Teixeira Sousa, Arlindo Rodrigues Galvão Filho

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2020

Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time.

Rafael Teixeira Sousa, Lucas A. Pereira, Anderson da Silva Soares

CoRR, 2020

2018

Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks.

Rafael Teixeira Sousa, Lucas A. Pereira, Anderson da Silva Soares

CoRR, 2018

2017

Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge.

Rafael Teixeira Sousa, Larissa Vasconcellos de Moraes

CoRR, 2017

2014

Evaluation of Classifiers to a Childhood Pneumonia Computer-Aided Diagnosis System.

Rafael Teixeira Sousa, Oge Marques, Gabriela T. F. Curado, Ronaldo Martins da Costa, Anderson da Silva Soares, Fabrízzio Alphonsus A. M. N. Soares, Leandro Luís Galdino de Oliveira

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Comparative Performance Analysis of Machine Learning Classifiers in Detection of Childhood Pneumonia Using Chest Radiographs.

Rafael Teixeira Sousa, Oge Marques, Fabrízzio Alphonsus A. M. N. Soares, Iwens I. G. Sene Jr., Leandro Luís Galdino de Oliveira, Edmundo Sérgio Spoto

Proceedings of the International Conference on Computational Science, 2013