Unsupervised machine learning for clustering forward head posture, protraction and retraction movement patterns based on craniocervical angle data in individuals with nonspecific neck pain

Abstract Objectives The traditional understanding of craniocervical alignment emphasizes specific anatomical landmarks. However, recent research has challenged the reliance on forward head posture as the primary diagnostic criterion for neck pain. An advanced relationship exists between neck pain an...

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Detalhes bibliográficos

Principais autores:	Ui-jae Hwang, Oh-yun Kwon, Jun-hee Kim
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2024-05-01
coleção:	BMC Musculoskeletal Disorders
Assuntos:	Craniocervical alignment Forward head posture Neck pain Unsupervised machine learning K-means algorithm
Acesso em linha:	https://doi.org/10.1186/s12891-024-07485-z
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