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Estimation of Gross Motor Functions in Children with Cerebral Palsy Using Zebris FDM-T Treadmill
by
Kaczmarski, Daniel
, Deniziak, Stanisław
, Pięta, Paweł
, Bedla, Mariusz
in
Artificial intelligence
/ Bone surgery
/ Cerebral palsy
/ Classification
/ Clinical medicine
/ Fitness equipment
/ Gait
/ Information systems
/ Kinematics
/ Methods
/ Neural networks
/ Orthopedics
/ Patients
/ Walking
2022
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Estimation of Gross Motor Functions in Children with Cerebral Palsy Using Zebris FDM-T Treadmill
by
Kaczmarski, Daniel
, Deniziak, Stanisław
, Pięta, Paweł
, Bedla, Mariusz
in
Artificial intelligence
/ Bone surgery
/ Cerebral palsy
/ Classification
/ Clinical medicine
/ Fitness equipment
/ Gait
/ Information systems
/ Kinematics
/ Methods
/ Neural networks
/ Orthopedics
/ Patients
/ Walking
2022
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Do you wish to request the book?
Estimation of Gross Motor Functions in Children with Cerebral Palsy Using Zebris FDM-T Treadmill
by
Kaczmarski, Daniel
, Deniziak, Stanisław
, Pięta, Paweł
, Bedla, Mariusz
in
Artificial intelligence
/ Bone surgery
/ Cerebral palsy
/ Classification
/ Clinical medicine
/ Fitness equipment
/ Gait
/ Information systems
/ Kinematics
/ Methods
/ Neural networks
/ Orthopedics
/ Patients
/ Walking
2022
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Estimation of Gross Motor Functions in Children with Cerebral Palsy Using Zebris FDM-T Treadmill
Journal Article
Estimation of Gross Motor Functions in Children with Cerebral Palsy Using Zebris FDM-T Treadmill
2022
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Overview
A standardized observational instrument designed to measure change in gross motor function over time in children with cerebral palsy is the Gross Motor Function Measure (GMFM). The process of evaluating a value for the GMFM index can be time consuming. It typically takes 45 to 60 min for the patient to complete all tasks, sometimes in two or more sessions. The diagnostic procedure requires trained and specialized therapists. The paper presents the estimation of the GMFM measure for patients with cerebral palsy based on the results of the Zebris FDM-T treadmill. For this purpose, the regression analysis was used. Estimations based on the Generalized Linear Regression were assessed using different error metrics. The results obtained showed that the GMFM score can be estimated with acceptable accuracy. Because the Zebris FDM-T is a widely used device in gait rehabilitation, our method has the potential to be widely adopted for objective diagnostics of children with cerebral palsy.
Publisher
MDPI AG,MDPI
Subject
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