Risk-Profile and Feature Selection Comparison in Diabetic Retinopathy

Risk-Profile and Feature Selection Comparison in Diabetic Retinopathy

One of the main microvascular complications presented in the Mexican population is diabetic retinopathy which affects 27.50% of individuals with type 2 diabetes. Therefore, the purpose of this study is to construct a predictive model to find out the risk factors of this complication. The dataset con...

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Bibliographic Details
Main Authors: Valeria Maeda-Gutiérrez, Carlos E. Galván-Tejada, Miguel Cruz, 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 2021-12-01
Series:Journal of Personalized Medicine
Subjects:
diabetic retinopathy
feature selection
random forest
risk factors
Online Access:https://www.mdpi.com/2075-4426/11/12/1327

Internet

https://www.mdpi.com/2075-4426/11/12/1327

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