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A Simple Decision Tree Model for Detection of Movement Behaviors in Nonambulatory Children With Cerebral Palsy

Citation:
Trost SG, Cameron E, Campbell A, et al. A Simple Decision Tree Model for Detection of Movement Behaviors in Nonambulatory Children With Cerebral Palsy. J Meas Phys Behav. 2026;9(1):1-10.

Keywords:
Accelerometers; wearable sensors; thigh placement; physical activity; sedentary behavior; classification

Abstract:
Children with cerebral palsy (CP) who are nonambulatory are particularly vulnerable to the negative health impacts of physical inactivity and sedentary behavior. Yet, there is a paucity of validated methods to measure movement behaviors.