Classifying neck pain status using scalar and functional biomechanical variables - development of a method using functional data boosting

摘要

Background: Individuals with neck pain have different movement and muscular activation (collectively termed as biomechanical variables) patterns compared to healthy individuals. Incorporating biomechanical variables as covariates into prognostic models is challenging due to the high dimensionality of the data.