Metabolomic Selection in the Progression of Type 2 Diabetes Mellitus: A Genetic Algorithm Approach

Metabolomic Selection in the Progression of Type 2 Diabetes Mellitus: A Genetic Algorithm Approach

According to the World Health Organization (WHO), type 2 diabetes mellitus (T2DM) is a result of the inefficient use of insulin by the body. More than 95% of people with diabetes have T2DM, which is largely due to excess weight and physical inactivity. This study proposes an intelligent feature sele...

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Bibliographic Details
Main Authors: Jorge Morgan-Benita, Ana G. Sánchez-Reyna, Carlos H. Espino-Salinas, Juan José Oropeza-Valdez, Huizilopoztli Luna-García, Carlos E. Galván-Tejada, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Jose Antonio Enciso-Moreno, José Celaya-Padilla
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Diagnostics
Subjects:
genetic algorithm
machine learning
metabolites
type 2 diabetes
Online Access:https://www.mdpi.com/2075-4418/12/11/2803

Internet

https://www.mdpi.com/2075-4418/12/11/2803

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