Dados do Trabalho
Título
ARE MACHINE LEARNING MODELS BETTER THAN THE CURRENT EQUATIONS USED TO ESTIMATE GLOMERULAR FILTRATION RATE?
Resumo
An accurate prediction of glomerular filtration rate (GFR) is extremely important to classify and define chronic kidney disease stages. The estimation of GFR is based on equations derived from regression models, mostly common are CKD-EPI, MDRD and Schwartz.
Área
Nefrologia Clínica
Instituições
UNESP - São Paulo - Brasil
Autores
Arlisson Macedo Rodrigues, Bruna Ferraz Deorio, Abner Macola Pacheco Barbos, Naila Camila da Rocha, Juliana Tereza Coneglian de Almeida, Juliana Machado Rugolo, Mônica Ap de Paula de Sordi, Arthur Cesar dos Santos Minato, Luis Gustavo Modelli de Andrade