A Comprehensive Medical Decision–Support Framework Based on a Heterogeneous Ensemble Classifier for Diabetes Prediction

A Comprehensive Medical Decision–Support Framework Based on a Heterogeneous Ensemble Classifier for Diabetes Prediction

Early diagnosis of diabetes mellitus (DM) is critical to prevent its serious complications. An ensemble of classifiers is an effective way to enhance classification performance, which can be used to diagnose complex diseases, such as DM. This paper proposes an ensemble framework to diagnose DM by op...

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Bibliographic Details
Main Authors: Shaker El-Sappagh, Mohammed Elmogy, Farman Ali, Tamer ABUHMED, S. M. Riazul Islam, Kyung-Sup Kwak
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Electronics
Subjects:
diabetes mellitus
ensemble classifier
medical diagnosis
clinical decision support system
Online Access:https://www.mdpi.com/2079-9292/8/6/635

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https://www.mdpi.com/2079-9292/8/6/635

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