Wearable motion sensors and digital biomarkers in stroke rehabilitation

We propose three novel digital biomarkers for the longitudinal performance monitoring and movement evaluation of hemiparetic patients, e.g. after stroke. We devised convergence points (CP) for the bilateral walking analysis based on gait parameters, e.g. stride duration using regression- modelling t...

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Autores principales:	Derungs Adrian, Schuster-Amft Corina, Amft Oliver
Formato:	article
Lenguaje:	EN
Publicado:	De Gruyter 2020
Materias:	inertial measurement unit stroke hemiparesis gait parameter gait analysis digital twin free-living. Medicine R
Acceso en línea:	https://doaj.org/article/3d7b3411595b4642bbc1b35c8247abe7
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id	oai:doaj.org-article:3d7b3411595b4642bbc1b35c8247abe7
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spelling	oai:doaj.org-article:3d7b3411595b4642bbc1b35c8247abe72021-12-05T14:10:42ZWearable motion sensors and digital biomarkers in stroke rehabilitation2364-550410.1515/cdbme-2020-3058https://doaj.org/article/3d7b3411595b4642bbc1b35c8247abe72020-09-01T00:00:00Zhttps://doi.org/10.1515/cdbme-2020-3058https://doaj.org/toc/2364-5504We propose three novel digital biomarkers for the longitudinal performance monitoring and movement evaluation of hemiparetic patients, e.g. after stroke. We devised convergence points (CP) for the bilateral walking analysis based on gait parameters, e.g. stride duration using regression- modelling to estimate similarity between body sides. The physical activity (PA) was devised to evaluate the energy expenditure of all extremities during training and free-living. The functional range of motion (fROM) is a digital biomarker to quantify the upper arm reaching ability, represented in 3D visualisations. In this work, we detail CP, PA, and fROM to derive rehabilitation insights for personalising therapies. We evaluated the proposed digital biomarkers in a clinical observation study with 11 patients after stroke during their rehabilitation including therapy and self-paced daily routines.Derungs AdrianSchuster-Amft CorinaAmft OliverDe Gruyterarticleinertial measurement unitstrokehemiparesisgait parametergait analysisdigital twinfree-living.MedicineRENCurrent Directions in Biomedical Engineering, Vol 6, Iss 3, Pp 229-232 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	inertial measurement unit stroke hemiparesis gait parameter gait analysis digital twin free-living. Medicine R
spellingShingle	inertial measurement unit stroke hemiparesis gait parameter gait analysis digital twin free-living. Medicine R Derungs Adrian Schuster-Amft Corina Amft Oliver Wearable motion sensors and digital biomarkers in stroke rehabilitation
description	We propose three novel digital biomarkers for the longitudinal performance monitoring and movement evaluation of hemiparetic patients, e.g. after stroke. We devised convergence points (CP) for the bilateral walking analysis based on gait parameters, e.g. stride duration using regression- modelling to estimate similarity between body sides. The physical activity (PA) was devised to evaluate the energy expenditure of all extremities during training and free-living. The functional range of motion (fROM) is a digital biomarker to quantify the upper arm reaching ability, represented in 3D visualisations. In this work, we detail CP, PA, and fROM to derive rehabilitation insights for personalising therapies. We evaluated the proposed digital biomarkers in a clinical observation study with 11 patients after stroke during their rehabilitation including therapy and self-paced daily routines.
format	article
author	Derungs Adrian Schuster-Amft Corina Amft Oliver
author_facet	Derungs Adrian Schuster-Amft Corina Amft Oliver
author_sort	Derungs Adrian
title	Wearable motion sensors and digital biomarkers in stroke rehabilitation
title_short	Wearable motion sensors and digital biomarkers in stroke rehabilitation
title_full	Wearable motion sensors and digital biomarkers in stroke rehabilitation
title_fullStr	Wearable motion sensors and digital biomarkers in stroke rehabilitation
title_full_unstemmed	Wearable motion sensors and digital biomarkers in stroke rehabilitation
title_sort	wearable motion sensors and digital biomarkers in stroke rehabilitation
publisher	De Gruyter
publishDate	2020
url	https://doaj.org/article/3d7b3411595b4642bbc1b35c8247abe7
work_keys_str_mv	AT derungsadrian wearablemotionsensorsanddigitalbiomarkersinstrokerehabilitation AT schusteramftcorina wearablemotionsensorsanddigitalbiomarkersinstrokerehabilitation AT amftoliver wearablemotionsensorsanddigitalbiomarkersinstrokerehabilitation
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Wearable motion sensors and digital biomarkers in stroke rehabilitation

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