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Tomographic image via background subtraction using an x-ray projection image and a priori computed tomography

机译:通过使用X射线投影图像和先验计算机断层扫描进行背景减影的断层图像

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摘要

Kilovoltage x-ray projection images (kV images for brevity) are increasingly available in image guided radiotherapy (IGRT) for patient positioning. These images are two-dimensional (2D) projections of a three-dimensional (3D) object along the x-ray beam direction. Projecting a 3D object onto a plane may lead to ambiguities in the identification of anatomical structures and to poor contrast in kV images. Therefore, the use of kV images in IGRT is mainly limited to bony landmark alignments. This work proposes a novel subtraction technique that isolates a slice of interest (SOI) from a kV image with the assistance of a priori information from a previous CT scan. The method separates structural information within a preselected SOI by suppressing contributions to the unprocessed projection from out-of-SOI-plane structures. Up to a five-fold increase in the contrast-to-noise ratios (CNRs) was observed in selected regions of the isolated SOI, when compared to the original unprocessed kV image. The tomographic image via background subtraction (TIBS) technique aims to provide a quick snapshot of the slice of interest with greatly enhanced image contrast over conventional kV x-ray projections for fast and accurate image guidance of radiation therapy. With further refinements, TIBS could, in principle, provide real-time tumor localization using gantry-mounted x-ray imaging systems without the need for implanted markers.
机译:影像引导放射治疗(IGRT)中越来越多地使用千伏X射线投影图像(为简洁起见,用kV图像)来定位患者。这些图像是沿着X射线束方向的三维(3D)对象的二维(2D)投影。将3D对象投影到平面上可能会导致解剖结构识别不明确,并导致kV图像对比度差。因此,在IGRT中使用kV图像主要限于骨性界标对齐。这项工作提出了一种新颖的减法技术,该技术可在先前CT扫描的先验信息的帮助下,从kV图像中分离出感兴趣的切片(SOI)。该方法通过抑制SOI平面外结构对未处理投影的贡献来分离预选SOI中的结构信息。与原始未经处理的kV图像相比,在隔离的SOI的选定区域中观察到的对比度/噪声比(CNR)最多提高了五倍。通过背景减影(TIBS)技术的断层图像旨在提供感兴趣切片的快速快照,与常规kV X射线投影相比,图像的对比度大大增强,可实现放射治疗的快速,准确的图像引导。通过进一步的改进,TIBS原则上可以使用安装在机架上的X射线成像系统提供实时肿瘤定位,而无需植入标记。

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