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Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty

The human wrist joint is an elegant mechanism. The wrist allows the positioning and orienting of the hand to the forearm. The computational modeling of the human hand, especially of the wrist joint, can reveal important information about biomechanical mechanisms and provide the basis for its dysfunc...

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Autores principales: Eschweiler, Jörg, Praster, Maximilian, Quack, Valentin, Li, Jianzhang, Rath, Björn, Hildebrand, Frank, Migliorini, Filippo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030398/
https://www.ncbi.nlm.nih.gov/pubmed/35455018
http://dx.doi.org/10.3390/life12040527
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author Eschweiler, Jörg
Praster, Maximilian
Quack, Valentin
Li, Jianzhang
Rath, Björn
Hildebrand, Frank
Migliorini, Filippo
author_facet Eschweiler, Jörg
Praster, Maximilian
Quack, Valentin
Li, Jianzhang
Rath, Björn
Hildebrand, Frank
Migliorini, Filippo
author_sort Eschweiler, Jörg
collection PubMed
description The human wrist joint is an elegant mechanism. The wrist allows the positioning and orienting of the hand to the forearm. The computational modeling of the human hand, especially of the wrist joint, can reveal important information about biomechanical mechanisms and provide the basis for its dysfunction and pathologies. For instance, this could be used for therapy planning in total wrist arthroplasty (TWA). In this study, different optimization methods and sensitivity analyses of anatomical parameters for musculoskeletal modeling were presented. Optimization includes finding the best available value of an objective function, including a variety of different types of objective functions. In the simplest case, optimization consists of maximizing or minimizing a function by systematically choosing input values from within an allowed set and computing the value of the function. Optimization techniques are used in many facets, such as the model building of joints or joint systems such as the wrist. The purpose of this study is to show the variability and influence of the included information for modeling, investigating the biomechanical function and load situation of the joint in representative scenarios. These possibilities to take them into account by an optimization and seem essential for the application of computational modeling to joint pathologies.
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spelling pubmed-90303982022-04-23 Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty Eschweiler, Jörg Praster, Maximilian Quack, Valentin Li, Jianzhang Rath, Björn Hildebrand, Frank Migliorini, Filippo Life (Basel) Article The human wrist joint is an elegant mechanism. The wrist allows the positioning and orienting of the hand to the forearm. The computational modeling of the human hand, especially of the wrist joint, can reveal important information about biomechanical mechanisms and provide the basis for its dysfunction and pathologies. For instance, this could be used for therapy planning in total wrist arthroplasty (TWA). In this study, different optimization methods and sensitivity analyses of anatomical parameters for musculoskeletal modeling were presented. Optimization includes finding the best available value of an objective function, including a variety of different types of objective functions. In the simplest case, optimization consists of maximizing or minimizing a function by systematically choosing input values from within an allowed set and computing the value of the function. Optimization techniques are used in many facets, such as the model building of joints or joint systems such as the wrist. The purpose of this study is to show the variability and influence of the included information for modeling, investigating the biomechanical function and load situation of the joint in representative scenarios. These possibilities to take them into account by an optimization and seem essential for the application of computational modeling to joint pathologies. MDPI 2022-04-02 /pmc/articles/PMC9030398/ /pubmed/35455018 http://dx.doi.org/10.3390/life12040527 Text en © 2022 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
Eschweiler, Jörg
Praster, Maximilian
Quack, Valentin
Li, Jianzhang
Rath, Björn
Hildebrand, Frank
Migliorini, Filippo
Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty
title Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty
title_full Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty
title_fullStr Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty
title_full_unstemmed Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty
title_short Comparison of Optimization Strategies for Musculoskeletal Modeling of the Wrist for Therapy Planning in Case of Total Wrist Arthroplasty
title_sort comparison of optimization strategies for musculoskeletal modeling of the wrist for therapy planning in case of total wrist arthroplasty
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030398/
https://www.ncbi.nlm.nih.gov/pubmed/35455018
http://dx.doi.org/10.3390/life12040527
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