Unsupervised Machine Learning on Motion Capture Data Uncovers Movement Strategies in Low Back Pain

Chronic low back pain (LBP) is a leading cause of disability and opioid prescriptions worldwide, representing a significant medical and socioeconomic problem. Clinical heterogeneity of LBP limits accurate diagnosis and precise treatment planning, culminating in poor patient outcomes. A current prior...

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Detalhes bibliográficos
Main Authors: Anastasia V. Keller, Abel Torres-Espin, Thomas A. Peterson, Jacqueline Booker, Conor O’Neill, Jeffrey C Lotz, Jeannie F Bailey, Adam R. Ferguson, Robert P. Matthew
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-04-01
Colecção:Frontiers in Bioengineering and Biotechnology
Assuntos:
nonlinear principal component analysis
biomechanics
chronic low back pain
sit-to-stand
movement strategies
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fbioe.2022.868684/full
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