A novel direct-indirect dual-layer flat-panel detector for contrast-enhanced breast imaging: Monte Carlo simulation

IF 3.2 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Medical physics Pub Date : 2025-09-13 DOI:10.1002/mp.18122
Xiaoyu Duan, Hailiang Huang, Wei Zhao
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引用次数: 0

Abstract

Background

Contrast-enhanced digital mammography (CEDM) and contrast-enhanced digital breast tomosynthesis (CEDBT) utilize weighted subtraction of low-energy (LE) and high-energy (HE) images to highlight breast lesions with iodine uptake. Typically, LE and HE images are acquired with two separate exposures, with intervals up to 10 s for CEDM and longer for CEDBT. Patient motion during these intervals can lead to incomplete subtraction of normal breast structures in recombined dual-energy (DE) images. The residual tissue structure masks lesions, distorts lesion margins, and reduces contrast enhancement– thus degrading diagnostic accuracy.

Purpose

This study introduces a novel direct-indirect dual-layer flat-panel detector (DI-DLFPD) to eliminate the effect of patient motion by acquiring LE and HE images simultaneously. The proposed DI-DLFPD system consists of a silver (Ag) x-ray filter at the tube port, a 200 µm direct conversion amorphous selenium (a-Se) front layer (FL) detector, and a 400 µm indirect conversion cesium iodide (CsI) back layer (BL) detector. We validated the DI-DLFPD design using Monte Carlo simulations, assessing iodine objects detectability in CEDM images across different system designs.

Methods

Simulations were generated with a digital phantom mimicking a 4-cm thick breast with 25 % glandularity. Cylindrical iodinated objects with 5-mm size in diameter and height were embedded with 1, 2, 3, and 5 mg/ml iodine concentration. A 5-mm cubic was designed as glandular tissue inside the phantom to evaluate the background cancellation in DE subtracted images. Four imaging scenarios (A–D) were Monte Carlo simulated with different configurations of the x-ray filter and FL and BL detectors. Post-imaging processing, including image registration and modulation transfer function matching, was conducted. Besides, an analytical method for generating virtual FL-LE images was introduced to further improve the iodine detectability in the DE subtracted image. The signal difference to noise ratio ( SDNR mean ${\mathrm{SDNR}}_{{\mathrm{mean}}}$ ) of iodinated objects in DE images served as the figure of merit for quantitative comparison.

Results

The proposed DI-DLFPD configuration outperformed all other scenarios in DE image quality, effectively removing cubic normal glandular tissue and revealing iodinated objects at all concentrations. SDNR mean ${\mathrm{SDNR}}_{{\mathrm{mean}}}$ is higher in the proposed scenario A than in B, C, and D by 74 %, 19 %, and 88 %, respectively. Incorporation of virtual FL-LE images further improved SDNR mean ${\mathrm{SDNR}}_{{\mathrm{mean}}}$ by 10 %.

Conclusions

In this study, the great potential of the proposed DI-DLFPD for CE breast imaging was demonstrated with the high iodine objects detectability in Monte Carlo simulated CEDM images. The advantage of generating virtual FL LE images for better energy separation was evidenced by the high iodine objects detectability in DE images. This study not only provides vital guidance for DI-DLFPD system design but also lays the foundation of subsequent physical experiments with a DI-DLFPD prototype.

Abstract Image

Abstract Image

一种新型的直接-间接双层平板探测器用于对比度增强乳房成像:蒙特卡洛模拟
对比增强数字乳房x线摄影(CEDM)和对比增强数字乳房断层合成(CEDBT)利用低能(LE)和高能(HE)图像的加权减法来突出碘摄取的乳腺病变。通常,LE和HE图像是通过两次单独曝光获得的,CEDM的曝光间隔可达10秒,而CEDBT的曝光间隔更长。患者在这段时间内的运动可能导致在重组双能(DE)图像中正常乳房结构的不完全减去。残留的组织结构掩盖病变,扭曲病变边缘,降低对比度增强,从而降低诊断准确性。目的介绍一种新型的直接-间接双层平板检测器(DI-DLFPD),通过同时获取LE和HE图像来消除患者运动的影响。所提出的DI-DLFPD系统由一个银(Ag) x射线滤波器、一个200µm直接转换非晶硒(a- se)前层(FL)探测器和一个400µm间接转换碘化铯(CsI)后层(BL)探测器组成。我们使用蒙特卡罗模拟验证了DI-DLFPD设计,评估了不同系统设计中CEDM图像中碘物体的可检测性。方法用数字假体模拟4 cm厚、25%腺体的乳房进行模拟。在直径和高度均为5mm的圆柱形碘化物体上分别嵌入浓度为1、2、3和5 mg/ml的碘。设计一个5毫米的立方体作为幻体内的腺组织,以评估DE减去图像中的背景抵消。采用不同配置的x射线滤光片和FL、BL探测器对四种成像场景(A-D)进行了蒙特卡罗模拟。成像后处理包括图像配准和调制传递函数匹配。此外,提出了一种生成虚拟FL-LE图像的解析方法,进一步提高了DE减影图像的碘检测能力。以DE图像中碘化物体的信噪比(SDNR mean ${\mathrm{SDNR}}_{{\mathrm{mean}}}$)作为优劣值进行定量比较。结果所提出的DI-DLFPD配置在DE图像质量方面优于所有其他场景,有效地去除立方正常腺体组织并显示所有浓度的碘化物体。在方案A中,SDNR mean ${\mathrm{SDNR}}_{{\mathrm{mean}}}$比方案B、C和D中分别高出74%、19%和88%。虚拟FL-LE图像的结合进一步提高了SDNR mean ${\mathrm{SDNR}}_{{\mathrm{mean}}}$ 10%。在本研究中,所提出的DI-DLFPD在CE乳腺成像中的巨大潜力,在蒙特卡罗模拟CEDM图像中具有较高的碘物体可检出性。生成虚拟FL LE图像具有较好的能量分离效果,DE图像具有较高的碘目标检测率。本研究不仅为DI-DLFPD系统设计提供了重要的指导,而且为后续的DI-DLFPD样机物理实验奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Medical physics
Medical physics 医学-核医学
CiteScore
6.80
自引率
15.80%
发文量
660
审稿时长
1.7 months
期刊介绍: Medical Physics publishes original, high impact physics, imaging science, and engineering research that advances patient diagnosis and therapy through contributions in 1) Basic science developments with high potential for clinical translation 2) Clinical applications of cutting edge engineering and physics innovations 3) Broadly applicable and innovative clinical physics developments Medical Physics is a journal of global scope and reach. By publishing in Medical Physics your research will reach an international, multidisciplinary audience including practicing medical physicists as well as physics- and engineering based translational scientists. We work closely with authors of promising articles to improve their quality.
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