Cargando…

Home-Based Measurements of Dystonia in Cerebral Palsy Using Smartphone-Coupled Inertial Sensor Technology and Machine Learning: A Proof-of-Concept Study

Accurate and reliable measurement of the severity of dystonia is essential for the indication, evaluation, monitoring and fine-tuning of treatments. Assessment of dystonia in children and adolescents with dyskinetic cerebral palsy (CP) is now commonly performed by visual evaluation either directly i...

Descripción completa

Detalles Bibliográficos
Autores principales:	den Hartog, Dylan, van der Krogt, Marjolein M., van der Burg, Sven, Aleo, Ignazio, Gijsbers, Johannes, Bonouvrié, Laura A., Harlaar, Jaap, Buizer, Annemieke I., Haberfehlner, Helga
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231145/ https://www.ncbi.nlm.nih.gov/pubmed/35746168 http://dx.doi.org/10.3390/s22124386

Ejemplares similares

Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy: A novel approach using markerless motion tracking and machine learning
por: Haberfehlner, Helga, et al.
Publicado: (2023)

Instrumented assessment of motor function in dyskinetic cerebral palsy: a systematic review
por: Haberfehlner, Helga, et al.
Publicado: (2020)

Muscle Synergies in Response to Biofeedback-Driven Gait Adaptations in Children With Cerebral Palsy
por: Booth, Adam T. C., et al.
Publicado: (2019)

Functional assessment of stretch hyperreflexia in children with cerebral palsy using treadmill perturbations
por: Flux, Eline, et al.
Publicado: (2021)

Freehand three‐dimensional ultrasound to assess semitendinosus muscle morphology
por: Haberfehlner, Helga, et al.
Publicado: (2016)

Assessment of net knee moment-angle characteristics by instrumented hand-held dynamometry in children with spastic cerebral palsy and typically developing children
por: Haberfehlner, Helga, et al.
Publicado: (2015)

Applying Stretch to Evoke Hyperreflexia in Spasticity Testing: Velocity vs. Acceleration
por: Sloot, Lizeth H., et al.
Publicado: (2021)

Use of the Dyskinesia Impairment Scale in non‐ambulatory dyskinetic cerebral palsy
por: Haberfehlner, Helga, et al.
Publicado: (2019)

Neuro-musculoskeletal simulation of instrumented contracture and spasticity assessment in children with cerebral palsy
por: van der Krogt, Marjolein Margaretha, et al.
Publicado: (2016)

Development of a core set of gait features and their potential underlying impairments to assist gait data interpretation in children with cerebral palsy
por: van der Krogt, Marjolein M., et al.
Publicado: (2022)

Muscle Synergies During Walking in Children With Cerebral Palsy: A Systematic Review
por: Bekius, Annike, et al.
Publicado: (2020)

Knee Moment-Angle Characteristics and Semitendinosus Muscle Morphology in Children with Spastic Paresis Selected for Medial Hamstring Lengthening
por: Haberfehlner, Helga, et al.
Publicado: (2016)

Outcome of medial hamstring lengthening in children with spastic paresis: A biomechanical and morphological observational study
por: Haberfehlner, Helga, et al.
Publicado: (2018)

Personalisation of Plantarflexor Musculotendon Model Parameters in Children with Cerebral Palsy
por: Veerkamp, Kirsten, et al.
Publicado: (2022)

Can Treadmill Perturbations Evoke Stretch Reflexes in the Calf Muscles?
por: Sloot, Lizeth H., et al.
Publicado: (2015)

The Amsterdam Foot Model: a clinically informed multi-segment foot model developed to minimize measurement errors in foot kinematics
por: Schallig, Wouter, et al.
Publicado: (2022)

The Effects of Varying Ankle Foot Orthosis Stiffness on Gait in Children with Spastic Cerebral Palsy Who Walk with Excessive Knee Flexion
por: Kerkum, Yvette L., et al.
Publicado: (2015)

The Effect of Intrathecal Baclofen in Dyskinetic Cerebral Palsy: The IDYS Trial
por: Bonouvrié, Laura A., et al.
Publicado: (2019)

Early Development of Locomotor Patterns and Motor Control in Very Young Children at High Risk of Cerebral Palsy, a Longitudinal Case Series
por: Bekius, Annike, et al.
Publicado: (2021)

Optimising Ankle Foot Orthoses for children with Cerebral Palsy walking with excessive knee flexion to improve their mobility and participation; protocol of the AFO-CP study
por: Kerkum, Yvette L, et al.
Publicado: (2013)

How Crouch Gait Can Dynamically Induce Stiff-Knee Gait
por: van der Krogt, Marjolein M., et al.
Publicado: (2010)

Neuromuscular Control before and after Independent Walking Onset in Children with Cerebral Palsy
por: Bekius, Annike, et al.
Publicado: (2021)

Comprehensive evaluation of gait, spasticity, and muscle morphology: A case report of a child with spastic paresis treated with Botulinum NeuroToxin‐A, serial casting, and physiotherapy
por: Weide, Guido, et al.
Publicado: (2019)

Elective and Emergency Deep Brain Stimulation in Refractory Pediatric Monogenetic Movement Disorders Presenting with Dystonia: Current Practice Illustrated by Two Cases
por: Garofalo, M., et al.
Publicado: (2022)

The Impact of Frame Running on Quality of Life in Young Athletes With Mobility Limitations
por: van Schie, Petra E. M., et al.
Publicado: (2022)

Inertial sensors for smartphones navigation
por: Dabove, P., et al.
Publicado: (2015)

Foot progression angle estimation using a single foot-worn inertial sensor
por: Wouda, Frank J., et al.
Publicado: (2021)

Gastrocnemius Medialis Muscle Geometry and Extensibility in Typically Developing Children and Children With Spastic Paresis Aged 6–13 Years
por: Weide, Guido, et al.
Publicado: (2020)

The Stumblemeter: Design and Validation of a System That Detects and Classifies Stumbles during Gait
por: den Hartog, Dylan, et al.
Publicado: (2021)

Smartphone-Based Inertial Odometry for Blind Walkers
por: Ren, Peng, et al.
Publicado: (2021)

Spatiotemporal regulation of Rho GTPase signaling during endothelial barrier remodeling
por: van der Krogt, Jeffrey MA, et al.
Publicado: (2023)

Validation of wearable visual feedback for retraining foot progression angle using inertial sensors and an augmented reality headset
por: Karatsidis, Angelos, et al.
Publicado: (2018)

The interaction between muscle pathophysiology, body mass, walking speed and ankle foot orthosis stiffness on walking energy cost: a predictive simulation study
por: Waterval, N. F. J., et al.
Publicado: (2023)

Suitability of Smartphone Inertial Sensors for Real-Time Biofeedback Applications
por: Kos, Anton, et al.
Publicado: (2016)

Performance Evaluation of Smartphone Inertial Sensors Measurement for Range of Motion
por: Mourcou, Quentin, et al.
Publicado: (2015)

Recurrent Neural Network for Inertial Gait User Recognition in Smartphones
por: Fernandez-Lopez, Pablo, et al.
Publicado: (2019)

Quantitative Assessment of Head Tremor in Patients with Essential Tremor and Cervical Dystonia by Using Inertial Sensors
por: Berbakov, Lazar, et al.
Publicado: (2019)

Precision orthotics: optimising ankle foot orthoses to improve gait in patients with neuromuscular diseases; protocol of the PROOF-AFO study, a prospective intervention study
por: Waterval, Niels F J, et al.
Publicado: (2017)

Evaluation of Smartphone Inertial Sensor Performance for Cross-Platform Mobile Applications
por: Kos, Anton, et al.
Publicado: (2016)

Human Activity Recognition Using Inertial Sensors in a Smartphone: An Overview
por: Sousa Lima, Wesllen, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_bcli1cfo5qn0o1p38lp684fto0