Cargando…
Identifying treatment non-responders based on pre-treatment gait characteristics - A machine learning approach
BACKGROUND: Paediatric movement disorders such as cerebral palsy often negatively impact walking behaviour. Although clinical gait analysis is usually performed to guide therapy decisions, not all respond positively to their assigned treatment. Identifying these individuals based on their pre-treatm...
Autores principales: | Visscher, Rosa M.S., Murer, Julia, Fahimi, Fatemeh, Viehweger, Elke, Taylor, William R., Brunner, Reinald, Singh, Navrag B. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613900/ https://www.ncbi.nlm.nih.gov/pubmed/37908707 http://dx.doi.org/10.1016/j.heliyon.2023.e21242 |
Ejemplares similares
-
Can developmental trajectories in gait variability provide prognostic clues in motor adaptation among children with mild cerebral palsy? A retrospective observational cohort study
por: Visscher, Rosa M. S., et al.
Publicado: (2023) -
Impact of the Marker Set Configuration on the Accuracy of Gait Event Detection in Healthy and Pathological Subjects
por: Visscher, Rosa M. S., et al.
Publicado: (2021) -
A deep-learning approach for automatically detecting gait-events based on foot-marker kinematics in children with cerebral palsy—Which markers work best for which gait patterns?
por: Kim, Yong Kuk, et al.
Publicado: (2022) -
Increased Femoral Anteversion Does Not Lead to Increased Joint Forces During Gait in a Cohort of Adolescent Patients
por: Alexander, Nathalie, et al.
Publicado: (2022) -
Restoration of Heel–Toe Gait Patterns for the Prevention of Asymmetrical Hip Internal Rotation in Patients with Unilateral Spastic Cerebral Palsy
por: Brunner, Reinald, et al.
Publicado: (2021)