Impact of bone and cartilage segmentation from CT and MRI on both bone forearm osteotomy planning

Publication date

2023-12

Authors

Kuiper, Ruurd J.A.ORCID 0000-0002-6511-3896
Colaris, Joost W
Stockmans, Filip
van Es, Eline M
Viergever, MaxORCID 0000-0003-2582-042XISNI 0000000117491940
Seevinck, P.R.ISNI 0000000390489892
Weinans, HarrieORCID 0000-0002-2275-6170ISNI 0000000393288658
Sakkers, RalphISNI 0000000393122439

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Abstract

INTRODUCTION: The use of MRI scans for pre-operative surgical planning of forearm osteotomies provides additional information of joint cartilage and soft tissue structures and reduces radiation exposure in comparison with the use of CT scans. In this study, we investigated whether using 3D information obtained from MRI with and without cartilage information leads to a different outcome of pre-operative planning. METHODS: Bilateral CT and MRI scans of the forearms of 10 adolescent and young adult patients with a unilateral bone deformation were acquired in a prospective study. The bones were segmented from CT and MRI, and cartilage only from MRI. The deformed bones were virtually reconstructed, by registering the joint ends to the healthy contralateral side. An optimal osteotomy plane was determined that minimized the distance between the resulting fragments. This process was performed in threefold: using the CT and MRI bone segmentations, and the MRI cartilage segmentations. RESULTS: Comparison of bone segmentation from MRI and CT scan resulted in a 0.95 ± 0.02 Dice Similarity Coefficient and 0.42 ± 0.07 mm Mean Absolute Surface Distance. All realignment parameters showed excellent reliability across the different segmentations. However, the mean differences in translational realignment between CT and MRI bone segmentations (4.5 ± 2.1 mm) and between MRI bone and MRI bone and cartilage segmentations (2.8 ± 2.1 mm) were shown to be clinically and statistically significant. A significant positive correlation was found between the translational realignment and the relative amount of cartilage. CONCLUSION: This study indicates that although bone realignment remained largely similar when using MRI with and without cartilage information compared to using CT, the small differences in segmentation could induce statistically and clinically significant differences in the osteotomy planning. We also showed that endochondral cartilage might be a non-negligible factor when planning osteotomies for young patients.

Keywords

Bone, CT, MRI, Orthopaedic planning, Osteotomy, Health Informatics, Radiology Nuclear Medicine and imaging, Computer Vision and Pattern Recognition, Surgery, Biomedical Engineering, Computer Science Applications, Computer Graphics and Computer-Aided Design, Journal Article

Citation

Kuiper, R J A, Colaris, J W, Stockmans, F, van Es, E M, Viergever, M A, Seevinck, P R, Weinans, H & Sakkers, R J B 2023, 'Impact of bone and cartilage segmentation from CT and MRI on both bone forearm osteotomy planning', International Journal of Computer Assisted Radiology and Surgery, vol. 18, no. 12, pp. 2307-2318. https://doi.org/10.1007/s11548-023-02929-8