Title :
Upper limb functional assessment of children with cerebral palsy using a sorting box
Author :
Quijano-Gonzalez, Y. ; Melendez-Calderon, A. ; Burdet, E. ; Chong-Quero, J.E. ; Villanueva-Ayala, D. ; Perez-Moreno, J.C.
Author_Institution :
Dept. of Mechatron., Tecnol. de Monterrey, Monterrey, Mexico
Abstract :
We investigated the use of a sorting box to obtain a quantitative assessment of upper limb motor function in children with cerebral palsy. In our study, children with and without cerebral palsy placed and removed geometrical objects of a sorting-box while their wrist position was monitored by a camera-based, motion-tracking system. We analyzed three different smoothness metrics (logarithmic dimensionless jerk, spectral arc-length and number of peaks) together with time to task completion. Our results suggest that smoothness metrics are an effective tool to distinguish between impaired and non-impaired subjects, as well as to quantify differences between the affected and less-affected sides in children with hemiparetic cerebral palsy.
Keywords :
biomechanics; biomedical equipment; biomedical optical imaging; brain; cameras; feature extraction; image classification; image motion analysis; medical disorders; medical image processing; neurophysiology; object tracking; paediatrics; patient monitoring; spectral analysis; camera-based motion-tracking system; child upper limb functional assessment; childhood cerebral palsy; geometrical object placement; geometrical object removal; hemiparetic cerebral palsy; less-affected side quantification; logarithmic dimensionless jerk; nonimpaired patient classification; quantitative upper limb motor function assessment; smoothness metric analysis; sorting box usage; spectral arc-length; spectral peak number; task completion time; wrist position monitoring; Containers; Filling; Measurement; Pediatrics; Reliability; Sorting; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944087