Frailty assessment based on wavelet analysis during quiet standing balance test

被引:53
|
作者
Martinez-Ramirez, A. [2 ]
Lecumberri, P. [2 ]
Gomez, M. [2 ]
Rodriguez-Manas, L. [3 ]
Garcia, F. J. [4 ]
Izquierdo, M. [1 ]
机构
[1] Univ Publ Navarra, Dept Hlth Sci, RETICEF, Pamplona, Spain
[2] Univ Publ Navarra, Dept Math, Pamplona, Spain
[3] Hosp Univ Getafe, Div Geriatr Med, Madrid, Spain
[4] Complejo Hosp Toledo, Div Geriatr Med, Hosp Virgen Valle, Toledo, Spain
关键词
Quiet standing analysis; Frailty; Accelerometer; Gyroscope; Wavelet analysis; LIFE ENVIRONMENTAL-CONDITIONS; EVALUATING MOTOR CONTROL; POSTURAL STEADINESS; HUMAN MOVEMENT; DIFFERENT AGES; GAIT ANALYSIS; ACCELEROMETRY; VALIDITY; SWAY; PERFORMANCE;
D O I
10.1016/j.jbiomech.2011.06.007
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Background: A standard phenotype of frailty was independently associated with an increased risk of adverse outcomes including comorbidity, disability and with increased risks of subsequent falls and fractures. Postural control deficit measurement during quiet standing has been often used to assess balance and fall risk in elderly frail population. Real time human motion tracking is an accurate, inexpensive and portable system to obtain kinematic and kinetic measurements. The aim of this study was to examine orientation and acceleration signals from a tri-axial inertial magnetic sensor during quiet standing balance tests using the wavelet transform in a frail, a prefail and a healthy population. Methods: Fourteen subjects from a frail population (79 +/- 4 years), eighteen subjects from a prefrail population (80 +/- 3 years) and twenty four subjects from a healthy population (40 +/- 3 years) volunteered to participate in this study. All signals were analyzed using time-frequency information based on wavelet decomposition and principal component analysis. Findings: The absolute sum of the coefficients of the wavelet details corresponding to the high frequencies component of orientation and acceleration signals were associated with frail syndrome. Interpretation: These parameters could be of great interest in clinical settings and improved rehabilitation therapies and in methods for identifying elderly population with frail syndrome. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2213 / 2220
页数:8
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