Identification of People with Diabetes Treatment through Lipids Profile Using Machine Learning Algorithms

Identification of People with Diabetes Treatment through Lipids Profile Using Machine Learning Algorithms

Diabetes incidence has been a problem, because according with the World Health Organization and the International Diabetes Federation, the number of people with this disease is increasing very fast all over the world. Diabetic treatment is important to prevent the development of several complication...

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Bibliographic Details
Main Authors: Vanessa Alcalá-Rmz, Carlos E. Galván-Tejada, Alejandra García-Hernández, Adan Valladares-Salgado, Miguel Cruz, Jorge I. Galván-Tejada, Jose M. Celaya-Padilla, Huizilopoztli Luna-Garcia, Hamurabi Gamboa-Rosales
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Healthcare
Subjects:
type 2 diabetes
diabetic treatment
logistic regression
random forest
K-nearest neighbor
decision trees
Online Access:https://www.mdpi.com/2227-9032/9/4/422

Internet

https://www.mdpi.com/2227-9032/9/4/422

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