数字乳腺 X 射线摄影中条形图案的 PSF 和 MTF。

IF 1.3 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
F R Lozano, Daniel Rojo, L C Martínez, Carlos Ramon
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引用次数: 0

摘要

背景:目的:这项工作的目的是提出一种定量方法,从条形图像中获取数字乳腺 X 射线摄影系统的点扩散函数(PSF)和调制传递函数(MTF):方法:该方法以测量系统在条形图像上的对比度传递函数(CTF)为基础。此外,还提出了 PSF 的理论模型,并通过与方波的卷积(条形图案的数学模拟)获得了系统的理论 CTF。通过迭代过程,改变 PSF 模型的自由参数,直到实验 CTF 与卷积计算出的 CTF 相吻合。获得系统的 PSF 后,我们通过其傅立叶变换计算 MTF。根据模型 PSF 计算出的 MTF 与使用过采样过程从直径为 65 um 的金线图像中计算出的 MTF 进行了比较:为三个数字乳腺 X 射线摄影系统(DMS 1、DMS 2 和 DMS 3)计算出的 CTF 与 PSF 模型计算出的 CTF 差异不超过 5%。MTF 的比较显示了 PSF 模型的优越性:结论:所提出的 PSF 和 MTF 获取方法是一种简单易行的方法,不需要复杂的配置,也不需要使用在医院中很难获得的模型。此外,它还可用于计算归一化噪声功率谱(NNPS)和探测量子效率(DQE)等其他相关量值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PSF and MTF from a bar pattern in digital mammography.

Background.The MTF has difficulties being determined (according to the provisions of the IEC standards) in the hospital setting due to the lack of resources.Purpose.The objective of this work is to propose a quantitative method for obtaining the point spread function (PSF) and the modulation transfer function (MTF) of a digital mammography system from an image of a bar pattern.Methods.The method is based on the measurement of the contrast transfer function (CTF) of the system over the image of the bar pattern. In addition, a theoretical model for thePSFis proposed, from which the theoreticalCTFof the system is obtained by means of convolution with a square wave (mathematical simulation of the bar pattern). Through an iterative process, the free parameters of thePSFmodel are varied until the experimentalCTFcoincides with the one calculated by convolution. Once thePSFof the system is obtained, we calculate theMTFby means of its Fourier transform. TheMTFcalculated from the modelPSFhave been compared with those calculated from an image of a 65μm diameter gold wire using an oversampling process.Results.TheCTFhas been calculated for three digital mammographic systems (DMS 1, DMS 2 and DMS 3), no differences of more than 5 % were found with the CTF obtained with the PSF model. The comparison of theMTFshows us the goodness of thePSFmodel.Conclusions.The proposed method for obtainingPSFandMTFis a simple and accessible method, which does not require a complex configuration or the use of phantoms that are difficult to access in the hospital world. In addition, it can be used to calculate other magnitudes of interest such as the normalized noise power spectrum (NNPS) and the detection quantum efficiency (DQE).

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来源期刊
Biomedical Physics & Engineering Express
Biomedical Physics & Engineering Express RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
2.80
自引率
0.00%
发文量
153
期刊介绍: BPEX is an inclusive, international, multidisciplinary journal devoted to publishing new research on any application of physics and/or engineering in medicine and/or biology. Characterized by a broad geographical coverage and a fast-track peer-review process, relevant topics include all aspects of biophysics, medical physics and biomedical engineering. Papers that are almost entirely clinical or biological in their focus are not suitable. The journal has an emphasis on publishing interdisciplinary work and bringing research fields together, encompassing experimental, theoretical and computational work.
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