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在商业系统中,对 15°和 40°数字乳腺断层合成摄影术获得的合成乳腺 X 线照片的质量进行技术评估:定量比较。

Technical evaluation of image quality in synthetic mammograms obtained from 15° and 40° digital breast tomosynthesis in a commercial system: a quantitative comparison.

机构信息

Department of Physics, University of Pisa, Largo Bruno Pontecorvo 3, 56127, Pisa, Italy.

INFN, Pisa Section, Pisa, Italy.

出版信息

Phys Eng Sci Med. 2021 Mar;44(1):23-35. doi: 10.1007/s13246-020-00948-2. Epub 2020 Nov 23.

Abstract

Digital breast tomosynthesis (DBT) has recently gained interest both for breast cancer screening and diagnosis. Its employment has increased also in conjunction with digital mammography (DM), to improve cancer detection and reduce false positive recall rate. Synthetic mammograms (SMs) reconstructed from DBT data have been introduced to replace DM in the DBT + DM approach, for preserving the benefits of the dual-acquisition modality whilst reducing radiation dose and compression time. Therefore, different DBT models have been commercialized and the effective potential of each system has been investigated. In particular, wide-angle DBT was shown to provide better depth resolution than narrow-angle DBT, while narrow-angle DBT allows better identification of microcalcifications compared to wide-angle DBT. Given the increasing employment of SMs as supplement to DBT, a comparison of image quality between SMs obtained in narrow-angle and wide-angle DBT is of practical interest. Therefore, the aim of this phantom study was to evaluate and compare the image quality of SMs reconstructed from 15° (SM) and 40° (SM) DBT in a commercial system. Spatial resolution, noise and contrast properties were evaluated through the modulation transfer function (MTF), noise power spectrum, maps of signal-to-noise ratio (SNR), image contrast, contrast-to-noise ratio (CNR) and contrast-detail (CD) thresholds. SM expressed higher MTF than SM, but also lower SNR and CNR levels. SM and SM were characterized by slight different texture, and a different behavior in terms of contrast was found. SM provided better CD performances than SM. These results suggest that the employment of wide/narrow-angle DBT + SM images should be optimized based on the specific image task.

摘要

数字乳腺断层合成技术(DBT)最近在乳腺癌筛查和诊断方面引起了关注。它的应用也随着数字乳腺 X 线摄影(DM)的增加而增加,以提高癌症检测率并降低假阳性召回率。从 DBT 数据重建的合成乳腺 X 线照片(SM)已被引入 DBT+DM 方法中,以取代 DM,从而在保留双采集模式的优势的同时降低辐射剂量和压缩时间。因此,不同的 DBT 模型已经商业化,并且已经研究了每个系统的有效潜力。特别是,广角 DBT 被证明比窄角 DBT 提供更好的深度分辨率,而窄角 DBT 比广角 DBT 更能识别微钙化。鉴于 SM 作为 DBT 的补充越来越多地被使用,因此对窄角和广角 DBT 获得的 SM 之间的图像质量进行比较具有实际意义。因此,本 phantom 研究的目的是在商业系统中评估和比较从 15°(SM)和 40°(SM)DBT 重建的 SM 的图像质量。通过调制传递函数(MTF)、噪声功率谱、信噪比(SNR)、图像对比度、对比度噪声比(CNR)和对比度细节(CD)阈值的 SNR 图评估空间分辨率、噪声和对比度特性。SM 的 MTF 高于 SM,但 SNR 和 CNR 水平也较低。SM 和 SM 具有稍不同的纹理,并且在对比度方面表现出不同的行为。SM 提供了比 SM 更好的 CD 性能。这些结果表明,宽/窄角 DBT+SM 图像的使用应根据特定的图像任务进行优化。

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