Validation of a Finite Element Simulation for Predicting Individual Knee Joint Kinematics

被引：5

作者：

Theilen, Elin ^{[1
]}

Roerich, Anna ^{[1
]}

Lange, Thomas ^{[2
]}

Bendak, Sebastian ^{[3
]}

Huber, Cora ^{[4
]}

Schmal, Hagen ^{[3
]}

Izadpanah, Kaywan ^{[3
]}

Georgii, Joachim ^{[1
]}

机构：

[1] Fraunhofer Inst Digital Med MEVIS, D-28359 Bremen, Germany

[2] Univ Freiburg, Fac Med, Med Ctr, Med Ctr,Div Med Phys, D-79104 Freiburg, Germany

[3] Albert Ludwigs Univ Freiburg, Freiburg Univ Hosp, Dept Orthoped Surg & Traumatol, D-79106 Freiburg, Germany

[4] Stryker Leibinger GmbH & Co KG, D-79111 Freiburg, Germany

来源：

IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY | 2024年 / 5卷

关键词：

Ligaments; Load modeling; Kinematics; Bones; Solid modeling; Predictive models; Knee; Finite element knee joint model; model validation; joint motion prediction; subject-specific kinematics; pneumatic loading device;

D O I：

10.1109/OJEMB.2023.3258362

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Goal: We introduce an in-vivo validated finite element (FE) simulation approach for predicting individual knee joint kinematics. Our vision is to improve clinicians' understanding of the complex individual anatomy and potential pathologies to improve treatment and restore physiological joint kinematics. Methods: Our 3D FE modeling approach for individual human knee joints is based on segmentation of anatomical structures extracted from routine static magnetic resonance (MR) images. We validate the predictive abilities of our model using static MR images of the knees of eleven healthy volunteers in dedicated knee poses, which are achieved using a customized MR-compatible pneumatic loading device. Results: Our FE simulations reach an average translational accuracy of 2 mm and an average angular accuracy of 1(degrees )compared to the reference knee pose. Conclusions: Reaching high accuracy, our individual FE model can be used in the decision-making process to restore knee joint stability and functionality after various knee injuries.

引用

页码：125 / 132

页数：8

共 34 条

[1] A frame-invariant formulation of Fung elasticity [J].

Ateshian, Gerard A. ;

Costa, Kevin D. .

JOURNAL OF BIOMECHANICS, 2009, 42 (06) :781-785

[2]

Bonet R. D., Nonlinear Continuum Mechanics for FiniteElement Anal

[3] Finite element models of the tibiofemoral joint: A review of validation approaches and modelling challenges [J].

Cooper, Robert J. ;

Wilcox, Ruth K. ;

Jones, Alison C. .

MEDICAL ENGINEERING & PHYSICS, 2019, 74 :1-12

[4] Open Knee: Open Source Modeling and Simulation in Knee Biomechanics [J].

Erdemir, Ahmet .

JOURNAL OF KNEE SURGERY, 2016, 29 (02) :107-116

[5] EMG-Assisted Muscle Force Driven Finite Element Model of the Knee Joint with Fibril-Reinforced Poroelastic Cartilages and Menisci [J].

Esrafilian, A. ;

Stenroth, L. ;

Mononen, M. E. ;

Tanska, P. ;

Avela, J. ;

Korhonen, R. K. .

SCIENTIFIC REPORTS, 2020, 10 (01)

[6] Normal Anatomy and Biomechanics of the Knee [J].

Flandry, Fred ;

Hommel, Gabriel .

SPORTS MEDICINE AND ARTHROSCOPY REVIEW, 2011, 19 (02) :82-92

[7] In-vivo assessment of meniscal movement in the knee joint during internal and external rotation under load [J].

Fuchs, Andreas ;

Georgii, Joachim ;

Taghizadeh, Elham ;

Heldmann, Stefan ;

Lange, Thomas ;

Bendak, Sebastian F. ;

Siegel, Markus ;

Yilmaz, Tayfun ;

Schmal, Hagen ;

Izadpanah, Kaywan .

JOURNAL OF EXPERIMENTAL ORTHOPAEDICS, 2022, 9 (01)

[8]

Fung Y., 2013, Biomechanics: Mechanical Properties of Living Tissues

[9] Subject-specific finite element analysis of the human medial collateral ligament during valgus knee loading [J].

Gardiner, JC ;

Weiss, JA .

JOURNAL OF ORTHOPAEDIC RESEARCH, 2003, 21 (06) :1098-1106

[10] A JOINT COORDINATE SYSTEM FOR THE CLINICAL DESCRIPTION OF 3-DIMENSIONAL MOTIONS - APPLICATION TO THE KNEE [J].

GROOD, ES ;

SUNTAY, WJ .

JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 1983, 105 (02) :136-144

← 1 2 3 4 →