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数字乳腺断层合成投影图像立体视觉的虚拟评估

Virtual assessment of stereoscopic viewing of digital breast tomosynthesis projection images.

作者信息

Wen Gezheng, Chang Ho-Chang, Reinhold Jacob, Lo Joseph Y, Markey Mia K

机构信息

University of Texas at Austin, Electrical and Computer Engineering, Austin, Texas, United States.

University of Texas at Austin, Applied Research Laboratories, Austin, Texas, United States.

出版信息

J Med Imaging (Bellingham). 2018 Jan;5(1):015501. doi: 10.1117/1.JMI.5.1.015501. Epub 2018 Jan 17.

Abstract

Digital breast tomosynthesis (DBT) acquires a series of projection images from different angles as an x-ray source rotates around the breast. Such imaging geometry lends DBT naturally to stereoscopic viewing as two projection images with a reasonable separation angle can easily form a stereo pair. This simulation study assessed the efficacy of stereo viewing of DBT projection images. Three-dimensional computational breast phantoms with realistically shaped synthetic lesions were scanned by three simulated DBT systems. The projection images were combined into a sequence of stereo pairs and presented to a stereomatching-based model observer for deciding lesion presence. Signal-to-noise ratio was estimated, and the detection performance with stack viewing of reconstructed slices was the benchmark. We have shown that: (1) stereo viewing of projection images may underperform stack viewing of reconstructed slices for current DBT geometries; (2) DBT geometries may impact the efficacy of the two viewing modes differently: narrow-arc and wide-arc geometries may be better for stereo viewing and stack viewing, respectively; (3) the efficacy of stereo viewing may be more robust than stack viewing to reductions in dose. While in principle stereo viewing is potentially effective for visualizing DBT data, effective stereo viewing may require specifically optimized DBT image acquisition.

摘要

数字乳腺断层合成(DBT)在X射线源围绕乳房旋转时从不同角度获取一系列投影图像。这种成像几何结构使DBT自然适用于立体观察,因为具有合理分离角度的两个投影图像可以很容易地形成一对立体图像。本模拟研究评估了DBT投影图像立体观察的效果。使用三个模拟DBT系统对具有逼真形状的合成病变的三维计算乳腺模型进行扫描。将投影图像组合成一系列立体图像对,并呈现给基于立体匹配的模型观察者以判定病变是否存在。估计信噪比,并将重建切片堆叠观察的检测性能作为基准。我们已经表明:(1)对于当前的DBT几何结构,投影图像的立体观察可能不如重建切片的堆叠观察;(2)DBT几何结构可能对两种观察模式的效果产生不同影响:窄弧和宽弧几何结构可能分别对立体观察和堆叠观察更好;(3)立体观察的效果可能比堆叠观察对剂量减少更具鲁棒性。虽然原则上立体观察对于可视化DBT数据可能有效,但有效的立体观察可能需要专门优化的DBT图像采集。

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