Fractal and fractional SIS model for syphilis data

EC Gabrick, E Sayari, DLM Souza, FS Borges… - … Journal of Nonlinear …, 2023 - pubs.aip.org
This work studies the SIS model extended by fractional and fractal derivatives. We obtain
explicit solutions for the standard and fractal formulations; for the fractional case, we study …

Predicting congenital syphilis: Using machine learning to enhance disease management and control

E Rocha, CM Morais, IV Teixeira, WB Neto, T Lynn… - medRxiv, 2024 - medrxiv.org
Objective: Sexually Transmitted Infections (STIs) present significant challenges to global
public health, affecting physical and mental well-being and straining healthcare systems and …

Evaluating undersampling techniques in the prediction of potential congenital syphilis cases using real data from Pernambuco, Brazil

MT da Silva Leite, É da Silva Rocha, IV Teixeira… - 2024 - researchsquare.com
Syphilis can be transmitted congenitally and may cause serious consequences forthe child if
not treated. The Programa Mãe Coruja Pernambucana (PMCP) is a brazilian public health …

The use of Convolutional Neural Network to classify Congenital Syphilis with image representations of tabular data

LM Neto, PT Endo - 2023 - researchsquare.com
Purpose: Convolutional Neural Network (CNN) is a powerful Deep Learning (DL) model
used in healthcare for diseases classification through image analysis. Although primarily …