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基于电子倍增电荷耦合器件(EMCCD)的锥束微计算机断层扫描(Micro-CT)系统的噪声与对比度敏感度研究。

Investigation of Noise and Contrast Sensitivity of an Electron Multiplying Charge-Coupled Device (EMCCD) based Cone Beam Micro-CT System.

作者信息

Krishnakumar Sumukh Bysani, Podgorsak Alexander R, Nagesh Sv Setlur, Jain Amit, Rudin Stephen, Bednarek Daniel R, Ionita Ciprian N

机构信息

Department of Biomedical Engineering, State University of New York at Buffalo.

Toshiba Stroke and Vascular Research Center, Buffalo, NY.

出版信息

Proc SPIE Int Soc Opt Eng. 2016 Feb 27;9783. doi: 10.1117/12.2216794. Epub 2016 Mar 25.

Abstract

A small animal micro-CT system was built using an EMCCD detectors having complex pre-digitization amplification technology, high-resolution, high-sensitivity and low-noise. Noise in CBCT reconstructed images when using pre-digitization amplification behaves differently than commonly used detectors and warrants a detailed investigation. In this study, noise power and contrast sensitivity were estimated for the newly built system. Noise analysis was performed by scanning a water phantom. Tube voltage was lowered to minimum delivered by the tube (20 kVp and 0.5 mA) and detector gain was varied. Contrast sensitivity was analyzed by using a phantom containing different iodine contrast solutions (20% to 70%) filled in six different tubes. First, we scanned the phantom using various x-ray exposures at 40 kVp while changing the gain to maintain the background air value of the projection images constant. Next, the exposure was varied while the detector gain was maintained constant. Radial NPS plots show that noise power level increases as gain increases. Contrast sensitivity was analyzed by calculating ratio of signal-to-noise ratios (SNR) for increased gain with those of low constant gain at each exposure. The SNR value at low constant gain was always lower than SNR of high detector gain at all x-ray settings and iodine contrast. The largest increase of SNR approached 1.3 for low contrast feature for an iodine concentration of 20%. Despite an increase in noise level as gain increases, the SNR improvement shows that signal level also increases because of the unique on-chip gain of the detector.

摘要

利用具有复杂数字化前放大技术、高分辨率、高灵敏度和低噪声的电子倍增电荷耦合器件(EMCCD)探测器构建了一种小动物微型计算机断层扫描(micro-CT)系统。使用数字化前放大时,锥束计算机断层扫描(CBCT)重建图像中的噪声表现与常用探测器不同,需要进行详细研究。在本研究中,对新构建的系统估计了噪声功率和对比敏感度。通过扫描水模体进行噪声分析。管电压降至管所能提供的最低值(20 kVp和0.5 mA),并改变探测器增益。通过使用包含填充在六个不同管中的不同碘对比剂溶液(20%至70%)的模体来分析对比敏感度。首先,我们在40 kVp下使用各种X射线曝光扫描模体,同时改变增益以保持投影图像的背景空气值恒定。接下来,在保持探测器增益恒定的同时改变曝光量。径向噪声功率谱(NPS)图显示,噪声功率水平随增益增加而增加。通过计算每次曝光时增益增加后的信噪比(SNR)与低恒定增益时的信噪比之比来分析对比敏感度。在所有X射线设置和碘对比剂情况下,低恒定增益时的SNR值始终低于高探测器增益时的SNR值。对于20%的碘浓度,低对比度特征的SNR最大增加接近1.3。尽管噪声水平随增益增加而增加,但SNR的提高表明由于探测器独特的片上增益,信号水平也增加了。

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本文引用的文献

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