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Utilizando Shapley Additive Explanations para analisar características epidemiológicas da Covid-19.
(2025-02-17)
The COVID-19 pandemic resulted in millions of deaths globally, making the
understanding of epidemiological characteristics a priority. In this context, institutions
like Fiocruz provided essential data for analysis, and ...
Aplicação de técnicas automatizadas de aprendizagem de máquina para classificação de óbitos em pacientes com covid-19.
(2025-01-31)
This study investigated the application of automated machine learning techniques in classifying cases with a potential risk of death among COVID-19 patients, using a histo- rical database from Fiocruz. This database contained ...
Avaliação de Modelos de Aprendizado de Máquina para Triagem de Covid-19 com Base em Sintomas Autodeclarados.
(2025-08-01)
The Coronavirus outbreak, which began in 2019, rapidly overwhelmed healthcare The COVID-19 outbreak, which began in 2019, quickly overwhelmed healthcare systems, with a high number of severe cases requiring hospitalization ...