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Updated: Jan 20, 2026

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Published on: March 19, 2021
Variability, agreement and reliability of MRI knee landmarks.
Johan van der Merwe1, Dawie J van den Heever1, Pieter Erasmus2
1Biomedical Engineering Research Group, Department of Mechanical and Mechatronic Engineering, Stellenbosch University, Stellenbosch 7600, South Africa.
This study assessed the accuracy of bone landmarks on knee MRI scans. Results show landmark placement variability and observer agreement, crucial for reliable soft tissue analysis.
Area of Science:
- Medical Imaging
- Orthopedic Biomechanics
- Anatomical Modeling
Background:
- Surface mesh reconstructions of knee bones from MRI scans are vital for defining coordinate systems and regions of interest.
- Understanding the variability, agreement, and reliability of osseous landmarks is essential for accurate soft tissue analysis.
Purpose of the Study:
- To quantify the variability, agreement, and reliability of osseous landmarks on distal femur and proximal tibia surface meshes derived from MRI.
- To assess the downstream effects of landmark placement accuracy on knee soft tissue studies.
Main Methods:
- Defined 15 landmarks on the distal femur and 12 on the proximal tibia from 20 knee MRI scans.
- Created surface meshes and performed landmark identification by single and multiple observers with repeated measures.
- Utilized Procrustes analysis for shape alignment, principal component analysis for variability, and two-way ANOVA for agreement and reliability.
Main Results:
- Inter-subject landmark variation ranged from 0.6 to 5.26 mm.
- Inter-observer agreement was at most 5.1 mm, and intra-observer agreement was at most 5.69 mm.
- Observer reliability varied significantly (0.07-0.98 between-observer, 0.51-0.98 within-observer), with sphere/circle-derived landmarks often performing better.
Conclusions:
- Osseous landmark placement on knee MRI-derived meshes exhibits quantifiable variability and observer-dependent agreement.
- Reliability metrics are crucial for interpreting downstream analyses in knee biomechanics and soft tissue studies.
- Specific landmark definitions (e.g., fitted spheres/circles) may offer improved consistency.
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