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Comparison of power spectra for tomosynthesis projections and reconstructed images.

机译:断层合成投影和重建图像的功率谱比较。

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摘要

Burgess et al. [Med. Phys. 28, 419-437 (2001)] showed that the power spectrum of mammographic breast background follows a power law and that lesion detectability is affected by the power-law exponent beta which measures the amount of structure in the background. Following the study of Burgess et al., the authors measured and compared the power-law exponent of mammographic backgrounds in tomosynthesis projections and reconstructed slices to investigate the effect of tomosynthesis imaging on background structure. Our data set consisted of 55 patient cases. For each case, regions of interest (ROIs) were extracted from both projection images and reconstructed slices. The periodogram of each ROI was computed by taking the squared modulus of the Fourier transform of the ROI. The power-law exponent was determined for each periodogram and averaged across all ROIs extracted from all projections or reconstructed slices for each patient data set. For the projections, the mean beta averaged across the 55 cases was 3.06 (standard deviation of 0.21), while it was 2.87 (0.24) for the corresponding reconstructions. The difference in beta for a given patient between the projection ROIs and the reconstructed ROIs averaged across the 55 cases was 0.194, which was statistically significant (p < 0.001). The 95% CI for the difference between the mean value of beta for the projections and reconstructions was [0.170, 0.218]. The results are consistent with the observation that the amount of breast structure in the tomosynthesis slice is reduced compared to projection mammography and that this may lead to improved lesion detectability.
机译:Burgess等。 [医生。物理28,419-437(2001)]显示乳腺钼靶X光检查的本底功率谱遵循幂定律,病变检测能力受幂律指数β的影响,幂倍数β测量背景的结构量。在Burgess等人的研究之后,作者测量并比较了X线断层合成投影和重建切片中的X线背景的幂律指数,以研究X线断层合成成像对背景结构的影响。我们的数据集包括55个患者病例。对于每种情况,都从投影图像和重建切片中提取了感兴趣区域(ROI)。通过获取ROI的傅立叶变换的平方模,可以计算出每个ROI的周期图。确定每个周期图的幂律指数,并从每个患者数据集的所有投影或重构切片中提取的所有ROI上取平均。对于预测,在55例病例中的平均beta平均为3.06(标准差为0.21),而对于相应的重建,平均beta为2.87(0.24)。在55个病例中,给定患者的ROI和重建ROI的平均值之间的beta差异为0.194,具有统计学意义(p <0.001)。投影与重建的beta平均值之间的差异的95%CI为[0.170,0.218]。该结果与以下观察结果一致:断层合成切片中的乳房结构量与投影乳腺摄影相比减少了,这可能会改善病变的可检测性。

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