DocumentCode :
2400698
Title :
Analyzing 180° turns using an inertial system reveals early signs of progression of parkinson´s disease
Author :
Salarian, Arash ; Zampieri, Cris ; Horak, Fay B. ; Carlson-Kuhta, Patricia ; Nutt, John G. ; Aminian, Kamiar
Author_Institution :
Dept. of Neurology, Oregon Health & Sci. Univ., Portland, OR, USA
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
224
Lastpage :
227
Abstract :
Changes in turning are one of the early motor deficiencies in Parkinson´s disease (PD). We have proposed a system based on wearable, inertial sensors and a novel automatic analysis algorithm that can assess 180deg turns. Twelve patients in early stages of PD and 14 age-matched healthy subjects were enrolled in this study. Inertial sensors were attached on shanks and sternum. Measurement protocol included walking on a straight pathway, turning 180deg and returning back. Subjects were measured 4 times, once every 6 months during an 18 months period. At the baseline, 9 subjects from each group repeated the test twice to assess test-retest reliability. Patients with mild PD had a very low postural instability gait difficulty (PIGD subscore of UPDRS III) score (average 0.67, min 0, max 3). The analysis showed that the patients had a significantly longer turning duration (2.18plusmn0.43 vs. 1.79plusmn0.27 seconds, p<0.02) and longer delay in their last step before initiating a turn (0.56plusmn0.04 vs. 0.52plusmn0.04 seconds, p<0.03). Estimated turning duration and other metrics had a high test-retest reliability (rho>0.85). Turning duration also showed a significant group*time interaction (p<0.03) during the longitudinal study highlighting early signs of the progression of the disease.
Keywords :
biomedical equipment; biomedical measurement; diseases; gait analysis; gyroscopes; rotation measurement; sensors; 180deg turns analysis; Parkinson disease; automatic analysis algorithm; disease progression; early motor deficiencies; estimated turning duration; gyroscope; inertial sensors; inertial system; measurement protocol; postural instability gait difficulty; shanks; sternum; test-retest reliability; time 18 month; time 6 month; walking; wearable sensors; Acceleration; Actigraphy; Female; Gait Disorders, Neurologic; Humans; Male; Monitoring, Ambulatory; Movement; Parkinson Disease; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5333970
Filename :
5333970
Link To Document :
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