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Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches

This research paper aimed to validate two methods for measuring loads during walking with instrumented crutches: one method to estimate partial weight-bearing on the lower limbs and another to estimate shoulder joint reactions. Currently, gait laboratories, instrumented with high-end measurement sys...

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Detalles Bibliográficos
Autores principales: Ghidelli, Marco, Nuzzi, Cristina, Crenna, Francesco, Lancini, Matteo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347278/
https://www.ncbi.nlm.nih.gov/pubmed/37448059
http://dx.doi.org/10.3390/s23136213
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author Ghidelli, Marco
Nuzzi, Cristina
Crenna, Francesco
Lancini, Matteo
author_facet Ghidelli, Marco
Nuzzi, Cristina
Crenna, Francesco
Lancini, Matteo
author_sort Ghidelli, Marco
collection PubMed
description This research paper aimed to validate two methods for measuring loads during walking with instrumented crutches: one method to estimate partial weight-bearing on the lower limbs and another to estimate shoulder joint reactions. Currently, gait laboratories, instrumented with high-end measurement systems, are used to extract kinematic and kinetic data, but such facilities are expensive and not accessible to all patients. The proposed method uses instrumented crutches to measure ground reaction forces and does not require any motion capture devices or force platforms. The load on the lower limbs is estimated by subtracting the forces measured by the crutches from the subject’s total weight. Since the model does not consider inertia contribution in dynamic conditions, the estimation improves with low walking cadence when walking with the two-point contralateral and the three-point partial weight-bearing patterns considered for the validation tests. The shoulder joint reactions are estimated using linear regression, providing accurate values for the forces but less accurate torque estimates. The crutches data are acquired and processed in real-time, allowing for immediate feedback, and the system can be used outdoors in real-world walking conditions. The validation of this method could lead to better monitoring of partial weight-bearing and shoulder joint reactions, which could improve patient outcomes and reduce complications.
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spelling pubmed-103472782023-07-15 Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches Ghidelli, Marco Nuzzi, Cristina Crenna, Francesco Lancini, Matteo Sensors (Basel) Article This research paper aimed to validate two methods for measuring loads during walking with instrumented crutches: one method to estimate partial weight-bearing on the lower limbs and another to estimate shoulder joint reactions. Currently, gait laboratories, instrumented with high-end measurement systems, are used to extract kinematic and kinetic data, but such facilities are expensive and not accessible to all patients. The proposed method uses instrumented crutches to measure ground reaction forces and does not require any motion capture devices or force platforms. The load on the lower limbs is estimated by subtracting the forces measured by the crutches from the subject’s total weight. Since the model does not consider inertia contribution in dynamic conditions, the estimation improves with low walking cadence when walking with the two-point contralateral and the three-point partial weight-bearing patterns considered for the validation tests. The shoulder joint reactions are estimated using linear regression, providing accurate values for the forces but less accurate torque estimates. The crutches data are acquired and processed in real-time, allowing for immediate feedback, and the system can be used outdoors in real-world walking conditions. The validation of this method could lead to better monitoring of partial weight-bearing and shoulder joint reactions, which could improve patient outcomes and reduce complications. MDPI 2023-07-07 /pmc/articles/PMC10347278/ /pubmed/37448059 http://dx.doi.org/10.3390/s23136213 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ghidelli, Marco
Nuzzi, Cristina
Crenna, Francesco
Lancini, Matteo
Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
title Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
title_full Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
title_fullStr Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
title_full_unstemmed Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
title_short Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
title_sort validation of estimators for weight-bearing and shoulder joint loads using instrumented crutches
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347278/
https://www.ncbi.nlm.nih.gov/pubmed/37448059
http://dx.doi.org/10.3390/s23136213
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