A Personalized Self-Management Rehabilitation System with an Intelligent Shoe for Stroke Survivors: A Realist Evaluation
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Ambulatory assessment of walking balance after stroke using instrumented shoes
- Fokke B. van Meulen†Email author,
- Dirk Weenk,
- Jaap H. Buurke,
- Bert-Jan F. van Beijnum and
- Peter H. Veltink
†Contributed equally
Journal of NeuroEngineering and Rehabilitation201613:48
DOI: 10.1186/s12984-016-0146-5
© van Meulen et al. 2016
Received: 14 October 2015
Accepted: 13 April 2016
Published: 19 May 2016
Abstract
Background
For optimal guidance of walking
rehabilitation therapy of stroke patients in an in-home setting, a small
and easy to use wearable system is needed. In this paper we present a
new shoe-integrated system that quantifies walking balance during
activities of daily living and is not restricted to a lab environment.
Quantitative parameters were related to clinically assessed level of
balance in order to assess the additional information they provide.
Methods
Data of 13 participants who suffered a
stroke were recorded while walking 10 meter trials and wearing special
instrumented shoes. The data from 3D force and torque sensors, 3D
inertial sensors and ultrasound transducers were fused to estimate 3D
(relative) position, velocity, orientation and ground reaction force of
each foot. From these estimates, center of mass and base of support were
derived together with a dynamic stability margin, which is the
(velocity) extrapolated center of mass with respect to the front-line of
the base of support in walking direction. Additionally, for each
participant step lengths and stance times for both sides as well as
asymmetries of these parameters were derived.
Results
Using the proposed shoe-integrated
system, a complete reconstruction of the kinematics and kinetics of both
feet during walking can be made. Dynamic stability margin and step
length symmetry were not significantly correlated with Berg Balance
Scale (BBS) score, but participants with a BBS score below 45 showed a
small-positive dynamic stability margin and more asymmetrical step
lengths. More affected participants, having a lower BBS score, have a
lower walking speed, make smaller steps, longer stance times and have
more asymmetrical stance times.
Conclusions
The proposed shoe-integrated system and
data analysis methods can be used to quantify daily-life walking
performance and walking balance, in an ambulatory setting without the
use of a lab restricted system. The presented system provides additional
insight about the balance mechanism, via parameters describing walking
patterns of an individual subject. This information can be used for
patient specific and objective evaluation of walking balance and a
better guidance of therapies during the rehabilitation.
Trial registration
The study protocol is a subset of a larger protocol and registered in the Netherlands Trial Registry, number NTR3636.
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