Samuel Santana de Almeida

According to our database, Samuel Santana de Almeida authored at least 5 papers between 2025 and 2026.

Collaborative distances:

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

2026

Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study.

Alysson Guimarães, Methanias Colaço Júnior, Samuel Santana de Almeida, Gabriel Ferreira Araújo, Raphael Silva Fontes, Helder Prado, Luca Pareja C. F. Alves, Natan Matos, Ricardo Alexsandro de Medeiros Valentim, João Paulo Queiroz dos Santos

Frontiers Artif. Intell., 2026

SUS audit aided by natural language processing: A comparative evaluation of BERT models in the analysis of health news.

Samuel Santana de Almeida, Raphael Silva Fontes, Methanias Colaço, Gleyson José Pinheiro Caldeira Silva, Alysson Guimarães, Ricardo Alexsandro de Medeiros Valentim, João Paulo Queiroz dos Santos, Aliete Cunha Oliveira, Hugo Gonçalo Oliveira, Guilherme Medeiros Machado, Antonio Higor Freire de Morais, Lyane Ramalho Cortez, Luca Pareja C. F. Alves

Array, 2026

Experimental Evaluation of Machine Learning Algorithms for Classifying Health-Related News with Indications of Irregularity.

Alysson Guimarães, Methanias Colaço Júnior, Samuel Santana de Almeida, Raphael Silva Fontes, Helder Prado

Proceedings of the 22nd Brazilian Symposium on Information Systems, 2026

Experimental Evaluation of Topic Modeling Methods for Categorizing Irregularities in Health-related news.

Alysson Guimarães, Methanias Colaço Júnior, Samuel Santana de Almeida, Raphael Silva Fontes

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

2025

Artificial intelligence in healthcare text processing: a review applied to named entity recognition.

Samuel Santana de Almeida, Raphael Silva Fontes, Luca Pareja C. F. Alves, Methanias Colaço Júnior, Gleyson José Pinheiro Caldeira Silva, Lyane Ramalho Cortez, Antonio Higor Freire de Morais, Guilherme Medeiros Machado, Hugo Gonçalo Oliveira, Aliete Cunha-Oliveira, João Paulo Queiroz dos Santos, Ricardo Alexsandro de Medeiros Valentim

Frontiers Artif. Intell., 2025