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50 mu m pixel pitch wafer-scale CMOS active pixel sensor x-ray detector for digital breast tomosynthesis

机译:用于数字乳腺断层合成的50微米像素间距晶圆级CMOS有源像素传感器X射线检测器

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Wafer-scale CMOS active pixel sensors (APSs) have been developed recently for x-ray imaging applications. The small pixel pitch and low noise are very promising properties for medical imaging applications such as digital breast tomosynthesis (DBT). In this work, we evaluated experimentally and through modeling the imaging properties of a 50 mu m pixel pitch CMOS APS x-ray detector named DynAMITe (Dynamic Range Adjustable for Medical Imaging Technology). A modified cascaded system model was developed for CMOS APS x-ray detectors by taking into account the device nonlinear signal and noise properties. The imaging properties such as modulation transfer function (MTF), noise power spectrum (NPS), and detective quantum efficiency (DQE) were extracted from both measurements and the nonlinear cascaded system analysis. The results show that the DynAMITe x-ray detector achieves a high spatial resolution of 10 mm(-1) and a DQE of around 0.5 at spatial frequencies <1 mm(-1). In addition, the modeling results were used to calculate the image signal-to-noise ratio (SNRi) of microcalcifications at various mean glandular dose (MGD). For an average breast (5 cm thickness, 50% glandular fraction), 165 mu m microcalcifications can be distinguished at a MGD of 27% lower than the clinical value (similar to 1.3 mGy). To detect 100 mu m microcalcifications, further optimizations of the CMOS APS x-ray detector, image aquisition geometry and image reconstruction techniques should be considered.
机译:晶圆级CMOS有源像素传感器(APS)最近已开发用于X射线成像应用。小像素间距和低噪声对于医学成像应用(如数字乳房断层合成(DBT))非常有希望。在这项工作中,我们通过实验并通过对50微米像素间距CMOS APS X射线探测器DynAMITe(用于医学成像技术的动态范围可调)的成像特性进行了评估。考虑到器件的非线性信号和噪声特性,针对CMOS APS X射线探测器开发了一种改进的级联系统模型。从测量和非线性级联系统分析中提取了成像特性,例如调制传递函数(MTF),噪声功率谱(NPS)和检测量子效率(DQE)。结果表明,DynAMITe X射线探测器在空间频率<1 mm(-1)时可实现10 mm(-1)的高空间分辨率和约0.5的DQE。此外,建模结果用于计算各种平均腺体剂量(MGD)下微钙化的图像信噪比(SNRi)。对于平均乳腺(5厘米厚,腺体分数为50%),可以区分165微米的微钙化,其MGD比临床值低27%(类似于1.3 mGy)。要检测100微米的微钙化,应考虑进一步优化CMOS APS X射线探测器,图像采集几何形状和图像重建技术。

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