Frederico G. Guimaraes

Belo Horizonte, MG 31270901, Brazil

Last Updated: 09/26/2026

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Found 9 publications

Towards effective and efficient machine learning models for schistosomiasis diagnosis in microscopic images.

Towards effective and efficient machine learning models for schistosomiasis diagnosis in microscopic images.

Journal: Experimental parasitology

Published: October 11, 2024

Sociodemographic and political factors associated with COVID-19 mortality in Brazilian municipalities across three years: An approach supported by Gaussian Mixture clustering.

Sociodemographic and political factors associated with COVID-19 mortality in Brazilian municipalities across three years: An approach supported by Gaussian Mixture clustering.

Journal: Spatial and spatio-temporal epidemiology

Published: July 15, 2024

Estimating time-varying epidemiological parameters and underreporting of Covid-19 cases in Brazil using a mathematical model with fuzzy transitions between epidemic periods.

Estimating time-varying epidemiological parameters and underreporting of Covid-19 cases in Brazil using a mathematical model with fuzzy transitions between epidemic periods.

Journal: PloS one

Published: August 10, 2023

A systematic review and repeatability study on the use of deep learning for classifying and detecting tuberculosis bacilli in microscopic images.

A systematic review and repeatability study on the use of deep learning for classifying and detecting tuberculosis bacilli in microscopic images.

Journal: Progress in biophysics and molecular biology

Published: January 04, 2023

CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy.

CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy.

Journal: Medical & biological engineering & computing

Published: January 27, 2022

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs.

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs.

Journal: Computers in biology and medicine

Published: December 18, 2020

Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks.

Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks.

Journal: Sensors (Basel, Switzerland)

Published: July 13, 2020

COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions.

COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions.

Journal: Chaos, solitons, and fractals

Published: June 09, 2020

Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.

Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.

Journal: Evolutionary computation

Published: June 04, 2016

Showing 1-9 of 9

Last Updated: 09/26/2026