Identifying Robust Risk Factors for Knee Osteoarthritis Progression: An Evolutionary Machine Learning Approach

Identifying Robust Risk Factors for Knee Osteoarthritis Progression: An Evolutionary Machine Learning Approach

Knee osteoarthritis (KOA) is a multifactorial disease which is responsible for more than 80% of the osteoarthritis disease’s total burden. KOA is heterogeneous in terms of rates of progression with several different phenotypes and a large number of risk factors, which often interact with each other....

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Bibliographic Details
Main Authors: Christos Kokkotis, Serafeim Moustakidis, Vasilios Baltzopoulos, Giannis Giakas, Dimitrios Tsaopoulos
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Healthcare
Subjects:
knee osteoarthritis prediction
feature selection
genetic algorithm
machine learning
explainability
Online Access:https://www.mdpi.com/2227-9032/9/3/260

Internet

https://www.mdpi.com/2227-9032/9/3/260

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