Does the Initial Guess Affect the Estimations of Knee Ligaments Properties via Optimization Procedures?

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Abstract

Optimization combined with experimental measurements and musculoskeletal modelling are used to estimate subject-specific ligament properties and literature values are often used for the initial guess in the process. Whether these literature values, obtained from tensile tests on cadaver specimens, affect the ligament properties estimations remains unknown. Thus, we aimed to investigate whether the initial guess affects the estimations of knee ligament properties. An experimental data set, including subject-specific anatomy, laxity tests and ligament stiffness values was obtained from one cadaver. Then, a subject specific knee computational model was developed and combined with the laxity tests provided ligament properties estimations via an optimization procedure. Two different initial guesses were used. The first one comprised of generic literature values while the second one included experimentally obtained stiffnesses. The optimization procedures with the two different initial guesses resulted in two sets of ligament properties that were different by 1.9 (1.6) kN and 2.9 (2.7)% in average for the stiffnesses and references strains. However, these sets provided models with similar laxity behavior. This is an alarming finding, and it should be investigated how such different ligament properties influence decisions and/or designs of interventions. Moreover, future research should explore experimental and computational methodologies to overcome this challenge.

OriginalsprogEngelsk
TitelAdvances in Digital Human Modeling : Proceedings of the 8th International Digital Human Modeling Symposium, 4-6 September 2023, Antwerp, Belgium
RedaktørerSofia Scataglini, Wim Saeys, Steven Truijen, Gregor Harih
Antal sider10
ForlagSpringer
Publikationsdato2023
Sider125-134
ISBN (Trykt)978-3-031-37850-8
ISBN (Elektronisk)978-3-031-37848-5
DOI
StatusUdgivet - 2023
BegivenhedProceedings of the 8th International Digital Human Modeling Symposium - Antwerp, Belgien
Varighed: 4 sep. 20236 sep. 2023

Konference

KonferenceProceedings of the 8th International Digital Human Modeling Symposium
Land/OmrådeBelgien
ByAntwerp
Periode04/09/202306/09/2023
NavnLecture Notes in Networks and Systems
Vol/bind744 LNNS
ISSN2367-3370

Bibliografisk note

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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