ArticleJournal of biomechanical engineering2021
A Method to Compare Heterogeneous Types of Bone and Cartilage Meshes.
Article in Journal of biomechanical engineering, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
8 citing papers in PubMed, 12 citations in OpenAlex.
- Deciphering the "Art" in Modeling and Simulation of the Knee Joint: Model Benchmarking.Journal of biomechanical engineering · 2026Article
- Swin UNETR Segmentation with Automated Geometry Filtering for Biomechanical Modeling of Knee Joint Cartilage.Annals of biomedical engineering · 2025Article
- Automated 2D and 3D finite element overclosure adjustment and mesh morphing using generalized regression neural networks.Medical engineering & physics · 2024Article
- Deciphering the "Art" in Modeling and Simulation of the Knee Joint: Assessing Model Calibration Workflows and Outcomes.Journal of biomechanical engineering · 2023Article
- Reproducibility in modeling and simulation of the knee: Academic, industry, and regulatory perspectives.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2023Review
- Sex differences in linear bone measurements occur following puberty but do not influence femoral or tibial torsion.Scientific reports · 2023Article
- Cartilage thickness and bone shape variations as a function of sex, height, body mass, and age in young adult knees.Scientific reports · 2022Article
- Deciphering the "Art" in Modeling and Simulation of the Knee Joint: Variations in Model Development.Journal of biomechanical engineering · 2021Article
Corrections and comments
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Authors and funding
14 authors at 7 institutions in 2 countries.
Funding
Abstract
Accurately capturing the bone and cartilage morphology and generating a mesh remains a critical step in the workflow of computational knee joint modeling. Currently, there is no standardized method to compare meshes of different element types and nodal densities, making comparisons across research teams a significant challenge. The aim of this paper is to describe a method to quantify differences in knee joint bone and cartilages meshes, independent of bone and cartilage mesh topology. Bone mesh-to-mesh distances, subchondral bone boundaries, and cartilage thicknesses from meshes of any type of mesh are obtained using a series of steps involving registration, resampling, and radial basis function fitting after which the comparisons are performed. Subchondral bone boundaries and cartilage thicknesses are calculated and visualized in a common frame of reference for comparison. The established method is applied to models developed by five modeling teams. Our approach to obtain bone mesh-to-mesh distances decreased the divergence seen in selecting a reference mesh (i.e., comparing mesh A-to-B versus mesh B-to-A). In general, the bone morphology was similar across teams. The cartilage thicknesses for all models were calculated and the mean absolute cartilage thickness difference was presented, the articulating areas had the best agreement across teams. The teams showed disagreement on the subchondral bone boundaries. The method presented in this paper allows for objective comparisons of bone and cartilage geometry that is agnostic to mesh type and nodal density.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.