Explainable Prediction of Chronic Renal Disease in the Colombian Population Using Neural Networks and Case-Based Reasoning

Explainable Prediction of Chronic Renal Disease in the Colombian Population Using Neural Networks and Case-Based Reasoning

This paper presents a neural network-based classifier to predict whether a person is at risk of developing chronic kidney disease (CKD). The model is trained with the demographic data and medical care information of two population groups: on the one hand, people diagnosed with CKD in Colombia during...

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Bibliographic Details
Main Authors: Gabriel R. Vasquez-Morales, Sergio M. Martinez-Monterrubio, Pablo Moreno-Ger, Juan A. Recio-Garcia
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Chronic kidney disease prediction
neural networks
case-based reasoning
twin systems
explainable AI
support vector machines
Online Access:https://ieeexplore.ieee.org/document/8877828/

Internet

https://ieeexplore.ieee.org/document/8877828/

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