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Gait analysis in patients with neurological disorders using ankle-worn accelerometers

Authors :
Byeong-Gwon Kang
Hee Bum Lee
Jung-Yeon Kim
Suhwan Lee
Yunyoung Nam
Soo Bin Im
Source :
The Journal of Supercomputing. 77:8374-8390
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

The purpose of this study is to investigate gait in patients with neurological disorders using accelerometers. Accelerometers were placed on both ankles of participants undergoing gait analysis. Data were collected during the 10-min walk test from healthy participants (n = 20) and patients with neurological deficits (n = 22) scheduled for surgery. Additional data were obtained after surgery for comparison. Both the time and frequency domain features were compared between healthy participants and patients. The interval between successive heel-strikes differed significantly, as did that between successive toe-offs. These features were correlated in healthy participants but not in patients, for whom the correlation coefficients tended to increase after surgery, indicating that the correlations can be used to monitor gait recovery and ankle-worn accelerometers were effective in collecting data for gait monitoring.

Details

ISSN :
15730484 and 09208542
Volume :
77
Database :
OpenAIRE
Journal :
The Journal of Supercomputing
Accession number :
edsair.doi...........298f61a15eabcba2e96602692e90fc3a
Full Text :
https://doi.org/10.1007/s11227-020-03587-2