TUG Test Instrumentation for Parkinson’s disease patients using Inertial Sensors and Dynamic Time Warping
Year: 2012
Type: article
Abstract: The Timed Up and Go (TUG) test is a clinical tool widely used to evaluate balance and mobility, e.g. in Parkinson's disease (PD).This test includes a sequence of functional activities, namely: sit-to-stand, 3-meters walk, 180° turning, walk back, and turn-to-sit.The work introduces a new method to instrument the TUG test using a wearable inertial sensor unit (DynaPort Hybrid, McRoberts B.V., NL) attached on the lower back of the person.It builds on Dynamic Time Warping (DTW) for detection and duration assessment of associated state transitions.An automatic assessment to substitute a manual evaluation with visual observation and a stopwatch is aimed at to gain objective information about the patients.The algorithm was tested on data of 10 healthy individuals and 20 patients with Parkinson's disease (10 patients for early and late disease phases respectively).The algorithm successfully extracted the time information of the sit-to-stand, turn and turn-to-sit transitions.
Language: English
Field: Health Professions
Domain: Health Sciences
Open Access status: bronze
OpenAlex ID: W2047962978