Suppr超能文献

使用圆全息术进行实时乳房微波雷达图像重建:实验可行性研究。

Real time breast microwave radar image reconstruction using circular holography: a study of experimental feasibility.

机构信息

CancerCare Manitoba, Winnipeg, Manitoba, Canada.

出版信息

Med Phys. 2011 Oct;38(10):5420-31. doi: 10.1118/1.3633922.

Abstract

PURPOSE

The purpose of this paper is to assess the experimental feasibility of a novel breast microwave radar reconstruction approach, circular holography, using realistic experimental datasets recorded using a preclinical experimental setup. The performance of this approach was quantitatively evaluated by calculating the signal to noise ratio, contrast to noise ratio, spatial accuracy, and reconstruction time.

METHODS

Six datasets were recorded, three corresponding to fatty cases and three containing synthetic dense tissue structures. Five of these datasets contained an 8 mm inclusion that emulated a malignant lesion. The data were acquired from synthetic phantoms that mimic the dielectric properties of breast tissues in the 1-6 GHz range using a custom experimental breast microwave radar system. The spatial accuracy and signal to noise ratio of the reconstructed was calculated for all the reconstructed images. The contrast to noise ratio of the reconstructed images corresponding to the datasets containing fibroglandular tissue regions was determined. This was done to evaluate the ability of the circular holographic method to provide images in which the responses from tumors can be distinguished from adjacent dense tissue structures. The execution time required to form the images was also measured to evaluate the data throughput of the holographic approach.

RESULTS

For all the reconstructed datasets, the location of the synthetic tumors in the experimental setup was consistent with its position in the reconstructed image. The average spatial error was 2.2 mm, which is less than half the spatial resolution of the data acquisition system. The average signal to noise ratio of the reconstructed images containing an artificial malignant lesion was 8.5 dB, while the average contrast to noise ratio was 6.7 dB. The reconstructed images presented no artifacts. The average execution time of the images formed using the proposed approach was 5 ms, which is six orders of magnitude faster than current state of the art breast microwave radar (BMR) reconstruction algorithms.

CONCLUSIONS

The results show that circular holography is capable of forming accurate images with signal to noise levels higher than 8 dB in quasi real time. Compared to BMR reconstruction algorithms tested on datasets containing dense tissue structures, the holographic approach generated images of similar spatial accuracy with higher signal to noise ratios and an acceleration factor of one order of magnitude.

摘要

目的

本文旨在评估一种新的基于圆形全息术的乳腺微波雷达重建方法的实验可行性,使用基于临床前实验设置记录的现实实验数据集进行评估。通过计算信噪比、对比噪声比、空间精度和重建时间,对该方法的性能进行了定量评估。

方法

记录了六个数据集,其中三个对应于脂肪病例,三个包含合成致密组织结构。其中五个数据集包含一个 8 毫米的包含物,模拟恶性病变。数据是使用定制的乳腺微波雷达系统从模拟乳腺组织介电特性在 1-6GHz 范围内的合成体模中获取的。对所有重建图像计算了重建的空间精度和信噪比。确定了对应于包含纤维腺体组织区域的数据集的重建图像的对比噪声比。这样做是为了评估圆形全息方法提供能够区分肿瘤和相邻致密组织结构的响应的图像的能力。还测量了形成图像所需的执行时间,以评估全息方法的数据吞吐量。

结果

对于所有重建的数据集,实验设置中合成肿瘤的位置与其在重建图像中的位置一致。平均空间误差为 2.2 毫米,小于数据采集系统的空间分辨率的一半。含有人工恶性病变的重建图像的平均信噪比为 8.5dB,平均对比噪声比为 6.7dB。重建图像没有伪影。使用提出的方法形成图像的平均执行时间为 5ms,比当前最先进的乳腺微波雷达(BMR)重建算法快六个数量级。

结论

结果表明,圆形全息术能够在准实时条件下形成具有高于 8dB 的信噪比的准确图像。与在包含致密组织结构的数据集上测试的 BMR 重建算法相比,该全息方法生成的图像具有相似的空间精度,具有更高的信噪比和一个数量级的加速因子。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验