Diffusion Tensor Imaging: Influence of segmentation on fiber tracking in the supraspinatus muscle - an inter-operator reliability analysis

Vetter, S.; Köhler, H.-P.; Hepp, P.; Steinke, H.; Schleifenbaum, S.; Theopold, J.; Kiem, S.; Witt, M.; Henkelmann, J.; Roth, C.

doi:10.1101/2023.05.15.540752

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bioRxiv · 10.1101/2023.05.15.540752

Diffusion Tensor Imaging: Influence of segmentation on fiber tracking in the supraspinatus muscle - an inter-operator reliability analysis

Vetter, S.·Köhler, H.-P.·Hepp, P.·Steinke, H.·Schleifenbaum, S.·Theopold, J.·Kiem, S.·Witt, M.·Henkelmann, J.·Roth, C.

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Abstract

The ability of muscle to generate force depends on its architecture and quality. MR-based diffusion tensor imaging of muscle (mDTI) is an innovative approach for showing the fiber arrangement for the whole muscle volume. For accurate calculations of fiber metrics, muscle segmentation prior to tractography seems mandatory. Since segmentation is known to be operator dependent, it is important to understand how segmentation affects tractography. The aim of this study was to compare the results of deterministic fiber tracking based on muscle models generated by two independent operators. In addition, this study compares the results with a segmentation-free approach. Fifteen subjects underwent mDTI of the right shoulder. The results showed that mDTI can be successfully applied to complex joints such as the human shoulder. Furthermore, operators segmentation did not influence the results of fiber tracking and showed excellent intraclass correlation estimates ([≥] 0.975). As an exploratory approach, the segmentation-free fiber tracking showed significant differences in terms of mean fascicle length. Based on these findings, we assume that tractography does not require a detailed muscle segmentation. Furthermore, it implies that mDTI and automatic segmentation approaches or even a segmentation-free analysis can be considered for evaluation of muscle changes.

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Vetter, S., Köhler, H.-P., Hepp, P., Steinke, H., Schleifenbaum, S., Theopold, J., Kiem, S., Witt, M., Henkelmann, J., Roth, C.. 2023-05-16. Diffusion Tensor Imaging: Influence of segmentation on fiber tracking in the supraspinatus muscle - an inter-operator reliability analysis. https://doi.org/10.1101/2023.05.15.540752

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