Machine Learning Approaches to Predict Chronic Lower Back Pain in People Aged over 50 Years

Machine Learning Approaches to Predict Chronic Lower Back Pain in People Aged over 50 Years

<i>Background and Objectives</i>: Chronic lower back pain (LBP) is a common clinical disorder. The early identification of patients who will develop chronic LBP would help develop preventive measures and treatment. We aimed to develop machine learning models that can accurately predict t...

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Autores principales: Jae-Geum Shim, Kyoung-Ho Ryu, Eun-Ah Cho, Jin Hee Ahn, Hong Kyoon Kim, Yoon-Ju Lee, Sung Hyun Lee
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
chronic lower back pain
machine learning
artificial neural network
logistic regression k-nearest neighbors
naïve Bayes
decision tree
Medicine (General)
R5-920
Acceso en línea:https://doaj.org/article/18b154ed718a4afda00f4e53d0622d5e
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https://doaj.org/article/18b154ed718a4afda00f4e53d0622d5e

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