scholarly journals An Acceleration-Based Gait Assessment Method for Children with Cerebral Palsy

Sensors ◽  
2017 ◽  
Vol 17 (5) ◽  
pp. 1002 ◽  
Author(s):  
Xiang Chen ◽  
Songmei Liao ◽  
Shuai Cao ◽  
De Wu ◽  
Xu Zhang
2013 ◽  
Vol 38 ◽  
pp. S63-S64
Author(s):  
Christopher J. Newman ◽  
Benoit Mariani ◽  
Aline Brégou Bourgeois ◽  
Pierre-Yves Zambelli ◽  
Kamiar Aminian

2020 ◽  
Vol 44 (4) ◽  
pp. 198-202
Author(s):  
Caue Conterno Barreira ◽  
Arturo Forner-Cordero ◽  
Patricia Moreno Grangeiro ◽  
Rafael Traldi Moura

2019 ◽  
Author(s):  
S. Raouafi ◽  
M. Raison ◽  
A. Sofiane

AbstractSeveral rehabilitation approaches have shown that robot-assisted therapy (robot-AT) can improve the quality of upper limb movements in children with cerebral palsy (CP). However, there is still no method for assessing upper limb motor function impairment using a combination of surface electromyography (sEMG) and inertial measurement unit (IMU) sensors. The aim of this study was to develop a functional ability model to assess the effectiveness of robot-AT on improving upper limb function in children with CP. Fifteen healthy children and fifteen children with CP were included in this study. Children with CP performed eighteen robot-AT sessions and were evaluated twice, using EMG and three-axis IMU readings from accelerometer (IMU-ACC). Principal component analysis and the RELIEFF algorithm were used for dimensionality reduction of the feature space. The classification was performed by using support vector machines, linear discriminant analysis, and random forest. The proposed assessment method was evaluated by using leave-one-out cross validation. With this approach, it was possible to differentiate between healthy children and children with CP pre-robot-AT and post-robot-AT with an overall accuracy of 97.56%. This study suggests that there is potential for modeling the assessment of the upper limb motor function impairment in children with CP using sEMG and IMU-ACC sensors.


2010 ◽  
Vol 19 (1) ◽  
pp. 12-20 ◽  
Author(s):  
Guro Andersen ◽  
Tone R. Mjøen ◽  
Torstein Vik

Abstract This study describes the prevalence of speech problems and the use of augmentative and alternative communication (AAC) in children with cerebral palsy (CP) in Norway. Information on the communicative abilities of 564 children with CP born 1996–2003, recorded in the Norwegian CP Registry, was collected. A total of 270 children (48%) had normal speech, 90 (16%) had slightly indistinct speech, 52 (9%) had indistinct speech, 35 (6%) had very indistinct speech, 110 children (19%) had no speech, and 7 (1%) were unknown. Speech problems were most common in children with dyskinetic CP (92 %), in children with the most severe gross motor function impairments and among children being totally dependent on assistance in feeding or tube-fed children. A higher proportion of children born at term had speech problems when compared with children born before 32 weeks of gestational age 32 (p > 0.001). Among the 197 children with speech problems only, 106 (54%) used AAC in some form. Approximately 20% of children had no verbal speech, whereas ~15% had significant speech problems. Among children with either significant speech problems or no speech, only 54% used AAC in any form.


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