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使用新型重建算法减少乳腺断层合成中的高衰减伪影。

High-attenuation artifact reduction in breast tomosynthesis using a novel reconstruction algorithm.

机构信息

Diagnostic Radiology, Department of Translational Medicine, Lund University, Sweden; Medical Radiation Physics Malmö, Department of Translational Medicine, Lund University, Sweden.

Siemens Healthcare GmbH, Forchheim, Germany.

出版信息

Eur J Radiol. 2019 Jul;116:21-26. doi: 10.1016/j.ejrad.2019.04.014. Epub 2019 Apr 23.

Abstract

PURPOSE

To assess the effect on reducing the out-of-plane artifacts from metal objects in breast tomosynthesis (BT) using a novel artifact-reducing reconstruction algorithm in specimen radiography.

METHODS AND MATERIALS

The study was approved by the Regional Ethical Review Board. BT images of 18 partial- and whole mastectomy specimens from women with breast cancer were acquired before and after a needle was inserted close to the lesion. The images were reconstructed using both a standard reconstruction algorithm, and a novel algorithm; the latter uses pre-segmentation to remove highly attenuating artifact-inducing objects from projection images before reconstruction. Images were separately reconstructed with and without segmentation, and combined into an artifact-reduced reconstruction. Standard and artifact-reduced BT-algorithms were compared visually and quantitatively using clinical images of mastectomy specimens and a physical anthropomorphic phantom. Six readers independently assessed the visibility of the lesion with and without artifact-reduction in a side-by-side comparison. A quantitative analysis was performed, comparing the signal-difference to background ratio (SDBR) and artifact spread function (ASF) between the two reconstruction methods.

RESULTS

The magnitude of out-of-plane artifacts was clearly reduced with the novel reconstruction compared to BT-images without artifact reduction. Lesion masking by artifacts was largely averted; tumour visibility was comparable to standard BT images without a needle. In 76 ± 8% (standard deviation) of cases overall, readers could confidently state needle location. The same figure was 94 ± 6% for whole mastectomy cases, compared to 62 ± 17% for partial mastectomies. With metal artifact reduction, SDBR increased by 97% in the phantom, and by 69% in the mastectomies. The artifact spread function was substantially narrower.

CONCLUSION

Artifact reduction in BT using a novel reconstruction method enables qualitatively and quantitatively improved clinical use of BT when metal artifacts can be a limiting factor such as in tomosynthesis-guided biopsy.

摘要

目的

在标本放射成像中使用一种新的降低金属伪影的重建算法,评估其对降低乳腺断层合成(BT)中金属物体的离轴伪影的效果。

方法与材料

本研究经区域伦理审查委员会批准。对 18 例乳腺癌部分和全乳房切除术标本进行了 BT 成像,在靠近病变部位插入针之前和之后进行了成像。使用标准重建算法和新算法对图像进行重建;后者使用预分割,在重建前从投影图像中去除高度衰减的引起伪影的物体。分别在有无分割的情况下对图像进行重建,并将其组合成一个降低伪影的重建。使用全乳切除术标本的临床图像和物理模拟体模,对标准和降低伪影的 BT 算法进行了视觉和定量比较。六位读者在并排比较中独立评估了有无降低伪影的情况下病变的可见性。对两种重建方法的信号-背景比(SDBR)和伪影扩展函数(ASF)进行了定量分析。

结果

与未降低伪影的 BT 图像相比,新的重建明显降低了离轴伪影的程度。伪影导致的病变遮盖大大减少,肿瘤的可见性与没有针的标准 BT 图像相当。在总体的 76±8%(标准差)的病例中,读者可以有把握地确定针的位置。对于全乳切除术病例,这一数字为 94±6%,而对于部分乳切除术病例为 62±17%。在使用金属伪影降低的情况下,在体模中 SDBR 增加了 97%,在全乳切除术中增加了 69%。伪影扩展函数明显变窄。

结论

在 BT 中使用新的重建方法降低伪影,可以提高 BT 的临床使用质量和数量,尤其是在金属伪影可能成为限制因素(如在断层合成引导活检中)时。

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