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Maicon Herverton Lino Ferreira da Silva Barros
Researcher at Universidade de Pernambuco
Publications - 5
Citations - 18
Maicon Herverton Lino Ferreira da Silva Barros is an academic researcher from Universidade de Pernambuco. The author has contributed to research in topics: Computer science & Record linkage. The author has an hindex of 1, co-authored 3 publications receiving 3 citations.
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Journal ArticleDOI
Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis
Maicon Herverton Lino Ferreira da Silva Barros,Geovanne Oliveira Alves,Lubnnia Morais Florêncio Souza,Elisson Rocha,João Fausto Lorenzato de Oliveira,Theo Lynn,Vanderson de Souza Sampaio,Patricia Takako Endo +7 more
TL;DR: This work benchmarks machine learning models to aid TB prognosis using a Brazilian health database of confirmed cases and deaths related to TB in the State of Amazonas to predict the probability of death by TB thus aiding the prognosis of TB and associated treatment decision making process.
Posted ContentDOI
Benchmarking of Machine Learning Models to Assist the Prognosis of Tuberculosis
Maicon Herverton Lino Ferreira da Silva Barros,Geovanne Oliveira Alves,Lubnnia Morais Florêncio Souza,Elisson Rocha,João Fausto Lorenzato de Oliveira,Theo Lynn,Vanderson de Souza Sampaio,Patricia Takako Endo +7 more
TL;DR: This work benchmarks machine learning models to aid TB prognosis using a Brazilian health database of confirmed cases and deaths related to TB in the State of Amazonas to predict the probability of death by TB thus aiding the prognosis of TB and associated treatment decision making process.
Proceedings ArticleDOI
Application and analysis of record linkage techniques to integrate Brazilian health databases
Maicon Herverton Lino Ferreira da Silva Barros,Morgana Thalita da Silva Leite,Vanderson de Souza Sampaio,Theo Lynn,Patricia Takako Endo +4 more
TL;DR: This work-inprogress has as its main goal the integration of two Brazilian health databases in order to improve the quality of tuberculosis mortality data and a phonetic encoding technique and a pattern matching recognition technique are proposed as solutions and results compared.
Proceedings ArticleDOI
Finding Frequent Patterns in a Technological Education Program of Pernambuco, Brazil
Emilia Rahnemay Kohlman Rabbani,Juliana de Souza Rebouças,Márcia M. De Albuquerque Neves,Gabriel Magalhães Da Luz,Willian Vieira Do Nascimento,Gustavo H. Magalhães Da Luz,Felipe Guerra Lago,Maria Celeste De Sousa Maia,Maicon Herverton Lino Ferreira da Silva Barros,Patricia Takako Endo,Carmelo J. A. Bastos-Filho +10 more
TL;DR: In this paper , the authors present an exploratory data analysis on data regarding technological extension projects, designed by the Secretariat of Science, Technology and Innovation of the State of Pernambuco (from Portuguese, Secretaria de Ciência, Tecnologia e Inovação do Estado de Pernmbuco, SECTI) and the Pernavuco Foundation for the Support of Science and Technology (From Portuguese, Fundação de Amparo à CiÃncia e TecnOLOGia de B.ººº e Úncia de P.º 1ºº 3º Úº 4ºº 2º Ô 4º ê 5º Bº ë 5º â 6º á 7º Ó 6º 2 3º 5º 2.
Proceedings Article
How Artificial Intelligence Can Help the Prediction of Treatment Outcomes of Tuberculosis: A Systematic Literature Review
Maicon Herverton Lino Ferreira da Silva Barros,Sebastião Rogério da Silva Neto,Maria Gabriela de Almeida Rodrigues,Vanderson de Souza Sampaio,Patricia Takako Endo +4 more