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定量计算机断层扫描骨密度评估的异步校准:基于体模的验证和参数影响评估,用于机会性骨质疏松筛查。

Asynchronous calibration of quantitative computed tomography bone mineral density assessment for opportunistic osteoporosis screening: phantom-based validation and parameter influence evaluation.

机构信息

Clinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University Hospital, Heidelberg, Germany.

Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany.

出版信息

Sci Rep. 2022 Dec 1;12(1):20729. doi: 10.1038/s41598-022-24546-2.

Abstract

Asynchronous calibration could allow opportunistic screening based on routine CT for early osteoporosis detection. In this phantom study, a bone mineral density (BMD) calibration phantom and multi-energy CT (MECT) phantom were imaged on eight different CT scanners with multiple tube voltages (80-150 kV) and image reconstruction settings (e.g. soft/hard kernel). Reference values for asynchronous BMD estimation were calculated from the BMD-phantom and validated with six calcium composite inserts of the MECT-phantom with known ground truth. Relative errors/changes in estimated BMD were calculated and investigated for influence of tube voltage, CT scanner and reconstruction setting. Reference values for 282 acquisitions were determined, resulting in an average relative error between calculated BMD and ground truth of - 9.2% ± 14.0% with a strong correlation (R = 0.99; p < 0.0001). Tube voltage and CT scanner had a significant effect on calculated BMD (p < 0.0001), with relative differences in BMD of 3.8% ± 28.2% when adapting reference values for tube voltage, - 5.6% ± 9.2% for CT scanner and 0.2% ± 0.2% for reconstruction setting, respectively. Differences in BMD were small when using reference values from a different CT scanner of the same model (0.0% ± 1.4%). Asynchronous phantom-based calibration is feasible for opportunistic BMD assessment based on CT images with reference values adapted for tube voltage and CT scanner model.

摘要

异步校准可以允许基于常规 CT 进行机会性筛查,以早期发现骨质疏松症。在这项体模研究中,使用 8 台不同的 CT 扫描仪对骨矿物质密度(BMD)校准体模和多能量 CT(MECT)体模进行了成像,管电压(80-150kV)和图像重建设置(如软/硬核)多样。从 BMD 体模计算异步 BMD 估计的参考值,并使用具有已知真值的 MECT 体模的六个钙复合插件进行验证。计算并研究了估计 BMD 的相对误差/变化,以探讨管电压、CT 扫描仪和重建设置的影响。确定了 282 次采集的参考值,导致计算 BMD 与真实值之间的平均相对误差为-9.2%±14.0%,相关性很强(R=0.99;p<0.0001)。管电压和 CT 扫描仪对计算 BMD 有显著影响(p<0.0001),当适应管电压的参考值时,BMD 的相对差异为 3.8%±28.2%,CT 扫描仪为-5.6%±9.2%,重建设置为 0.2%±0.2%。使用相同型号的不同 CT 扫描仪的参考值时,BMD 的差异很小(0.0%±1.4%)。基于 CT 图像的异步体模校准对于基于 CT 图像的机会性 BMD 评估是可行的,参考值适应管电压和 CT 扫描仪型号。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff3b/9715650/6a44bb4263c2/41598_2022_24546_Fig1_HTML.jpg

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