Quantitative and qualitative gait assessments in Parkinson’s disease patients

Background/Aim. Postural impairments and gait disorders in Parkinson's disease (PD) affect limits of stability, impaire postural adjustment, and evoke poor responses to perturbation. In the later stage of the disease, some patients can suffer from episodic features such as freezing of...

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Main Authors: Đurić-Jovičić Milica D., Jovičić Nenad S., Radovanović Saša M., Kresojević Nikola D., Kostić Vladimir S., Popović Mirjana B.
Format: Article
Language:English
Published: Military Health Department, Ministry of Defance, Serbia 2014-01-01
Series:Vojnosanitetski Pregled
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/0042-8450/2014/0042-84501400012D.pdf
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spelling doaj-81006f4aac8945f3beda4bdfc0a3f6e22020-11-24T23:36:33ZengMilitary Health Department, Ministry of Defance, SerbiaVojnosanitetski Pregled0042-84502014-01-0171980981610.2298/VSP130422012D0042-84501400012DQuantitative and qualitative gait assessments in Parkinson’s disease patientsĐurić-Jovičić Milica D.0Jovičić Nenad S.1Radovanović Saša M.2Kresojević Nikola D.3Kostić Vladimir S.4Popović Mirjana B.5Faculty of Electrical Engineering, Innovation Center, Belgrade + Faculty of Electrical Engineering, BelgradeFaculty of Electrical Engineering, BelgradeInstitute for Medical Research, BelgradeFaculty of Medicine, Clinic for Neurology, BelgradeFaculty of Medicine, Clinic for Neurology, BelgradeFaculty of Electrical Engineering, BelgradeBackground/Aim. Postural impairments and gait disorders in Parkinson's disease (PD) affect limits of stability, impaire postural adjustment, and evoke poor responses to perturbation. In the later stage of the disease, some patients can suffer from episodic features such as freezing of gait (FOG). Objective gait assessment and monitoring progress of the disease can give clinicians and therapist important information about changes in gait pattern and potential gait deviations, in order to prevent concomitant falls. The aim of this study was to propose a method for identification of freezing episodes and gait disturbances in patients with PD. A wireless inertial sensor system can be used to provide follow-up of the treatment effects or progress of the disease. Methods. The system is simple for mounting a subject, comfortable, simple for installing and recording, reliable and provides high-quality sensor data. A total of 12 patients were recorded and tested. Software calculates various gait parameters that could be estimated. User friendly visual tool provides information about changes in gait characteristics, either in a form of spectrogram or by observing spatiotemporal parameters. Based on these parameters, the algorithm performs classification of strides and identification of FOG types. Results. The described stride classification was merged with an algorithm for stride reconstruction resulting in a useful graphical tool that allows clinicians to inspect and analyze subject’s movements. Conclusion. The described gait assessment system can be used for detection and categorization of gait disturbances by applying rule-based classification based on stride length, stride time, and frequency of the shank segment movements. The method provides an valuable graphical interface which is easy to interpret and provides clinicians and therapists with valuable information regarding the temporal changes in gait. [Projekat Ministarstva nauke Republike Srbije, br. 175016 i br. 175090]http://www.doiserbia.nb.rs/img/doi/0042-8450/2014/0042-84501400012D.pdfParkinson diseasegait, disorders, neurologic disease progressionbiomedical engineering
collection DOAJ
language English
format Article
sources DOAJ
author Đurić-Jovičić Milica D.
Jovičić Nenad S.
Radovanović Saša M.
Kresojević Nikola D.
Kostić Vladimir S.
Popović Mirjana B.
spellingShingle Đurić-Jovičić Milica D.
Jovičić Nenad S.
Radovanović Saša M.
Kresojević Nikola D.
Kostić Vladimir S.
Popović Mirjana B.
Quantitative and qualitative gait assessments in Parkinson’s disease patients
Vojnosanitetski Pregled
Parkinson disease
gait, disorders, neurologic disease progression
biomedical engineering
author_facet Đurić-Jovičić Milica D.
Jovičić Nenad S.
Radovanović Saša M.
Kresojević Nikola D.
Kostić Vladimir S.
Popović Mirjana B.
author_sort Đurić-Jovičić Milica D.
title Quantitative and qualitative gait assessments in Parkinson’s disease patients
title_short Quantitative and qualitative gait assessments in Parkinson’s disease patients
title_full Quantitative and qualitative gait assessments in Parkinson’s disease patients
title_fullStr Quantitative and qualitative gait assessments in Parkinson’s disease patients
title_full_unstemmed Quantitative and qualitative gait assessments in Parkinson’s disease patients
title_sort quantitative and qualitative gait assessments in parkinson’s disease patients
publisher Military Health Department, Ministry of Defance, Serbia
series Vojnosanitetski Pregled
issn 0042-8450
publishDate 2014-01-01
description Background/Aim. Postural impairments and gait disorders in Parkinson's disease (PD) affect limits of stability, impaire postural adjustment, and evoke poor responses to perturbation. In the later stage of the disease, some patients can suffer from episodic features such as freezing of gait (FOG). Objective gait assessment and monitoring progress of the disease can give clinicians and therapist important information about changes in gait pattern and potential gait deviations, in order to prevent concomitant falls. The aim of this study was to propose a method for identification of freezing episodes and gait disturbances in patients with PD. A wireless inertial sensor system can be used to provide follow-up of the treatment effects or progress of the disease. Methods. The system is simple for mounting a subject, comfortable, simple for installing and recording, reliable and provides high-quality sensor data. A total of 12 patients were recorded and tested. Software calculates various gait parameters that could be estimated. User friendly visual tool provides information about changes in gait characteristics, either in a form of spectrogram or by observing spatiotemporal parameters. Based on these parameters, the algorithm performs classification of strides and identification of FOG types. Results. The described stride classification was merged with an algorithm for stride reconstruction resulting in a useful graphical tool that allows clinicians to inspect and analyze subject’s movements. Conclusion. The described gait assessment system can be used for detection and categorization of gait disturbances by applying rule-based classification based on stride length, stride time, and frequency of the shank segment movements. The method provides an valuable graphical interface which is easy to interpret and provides clinicians and therapists with valuable information regarding the temporal changes in gait. [Projekat Ministarstva nauke Republike Srbije, br. 175016 i br. 175090]
topic Parkinson disease
gait, disorders, neurologic disease progression
biomedical engineering
url http://www.doiserbia.nb.rs/img/doi/0042-8450/2014/0042-84501400012D.pdf
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