Distal Symmetric Polyneuropathy Identification in Type 2 Diabetes Subjects: A Random Forest Approach

Distal Symmetric Polyneuropathy Identification in Type 2 Diabetes Subjects: A Random Forest Approach

The prevalence of diabetes mellitus is increasing worldwide, causing health and economic implications. One of the principal microvascular complications of type 2 diabetes is Distal Symmetric Polyneuropathy (DSPN), affecting 42.6% of the population in Mexico. Therefore, the purpose of this study was...

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Bibliographic Details
Main Authors: Valeria Maeda-Gutiérrez, Carlos E. Galván-Tejada, Miguel Cruz, Adan Valladares-Salgado, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Alejandra García-Hernández, Huizilopoztli Luna-García, Irma Gonzalez-Curiel, Mónica Martínez-Acuña
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Healthcare
Subjects:
type 2 diabetes
distal symmetric polyneuropathy
feature selection
boruta
Random Forest
Online Access:https://www.mdpi.com/2227-9032/9/2/138

Internet

https://www.mdpi.com/2227-9032/9/2/138

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