Suppr超能文献

用于图像引导放射治疗的圆锥束CT中基于强度加权的感兴趣区域图像重建

Region-of-interest image reconstruction with intensity weighting in circular cone-beam CT for image-guided radiation therapy.

作者信息

Cho Seungryong, Pearson Erik, Pelizzari Charles A, Pan Xiaochuan

机构信息

Department of Radiology, University of Chicago, Chicago, Illinois 60637, USA.

出版信息

Med Phys. 2009 Apr;36(4):1184-92. doi: 10.1118/1.3085825.

Abstract

Imaging plays a vital role in radiation therapy and with recent advances in technology considerable emphasis has been placed on cone-beam CT (CBCT). Attaching a kV x-ray source and a flat panel detector directly to the linear accelerator gantry has enabled progress in target localization techniques, which can include daily CBCT setup scans for some treatments. However, with an increasing number of CT scans there is also an increasing concern for patient exposure. An intensity-weighted region-of-interest (IWROI) technique, which has the potential to greatly reduce CBCT dose, in conjunction with the chord-based backprojection-filtration (BPF) reconstruction algorithm, has been developed and its feasibility in clinical use is demonstrated in this article. A nonuniform filter is placed in the x-ray beam to create regions of two different beam intensities. In this manner, regions outside the target area can be given a reduced dose but still visualized with a lower contrast to noise ratio. Image artifacts due to transverse data truncation, which would have occurred in conventional reconstruction algorithms, are avoided and image noise levels of the low- and high-intensity regions are well controlled by use of the chord-based BPF reconstruction algorithm. The proposed IWROI technique can play an important role in image-guided radiation therapy.

摘要

成像在放射治疗中起着至关重要的作用,随着技术的最新进展,锥形束CT(CBCT)受到了相当大的重视。将千伏级X射线源和平板探测器直接连接到直线加速器机架上,推动了靶区定位技术的发展,其中包括对某些治疗进行每日CBCT定位扫描。然而,随着CT扫描次数的增加,患者受辐射暴露的问题也日益受到关注。本文开发了一种强度加权感兴趣区域(IWROI)技术,该技术有可能大幅降低CBCT剂量,并结合基于弦的反投影滤波(BPF)重建算法,同时证明了其在临床应用中的可行性。在X射线路径中放置一个非均匀滤过器,以产生两种不同射线强度的区域。通过这种方式,靶区外的区域可以接受较低剂量的辐射,但仍能以较低的对比度噪声比进行显影。避免了传统重建算法中因横向数据截断而产生的图像伪影,并且通过使用基于弦的BPF重建算法,低强度和高强度区域的图像噪声水平得到了很好的控制。所提出的IWROI技术在图像引导放射治疗中可发挥重要作用。

相似文献

3
Flat-panel cone-beam computed tomography for image-guided radiation therapy.
Int J Radiat Oncol Biol Phys. 2002 Aug 1;53(5):1337-49. doi: 10.1016/s0360-3016(02)02884-5.
6
Half-Fan-Based Intensity-Weighted Region-of-Interest Imaging for Low-Dose Cone-Beam CT in Image-Guided Radiation Therapy.
Healthc Inform Res. 2016 Oct;22(4):316-325. doi: 10.4258/hir.2016.22.4.316. Epub 2016 Oct 31.
7
Binary moving-blocker-based scatter correction in cone-beam computed tomography with width-truncated projections: proof of concept.
Phys Med Biol. 2017 Mar 21;62(6):2176-2193. doi: 10.1088/1361-6560/aa5913. Epub 2017 Jan 12.
9
Low-dose megavoltage cone-beam CT for radiation therapy.
Int J Radiat Oncol Biol Phys. 2005 Feb 1;61(2):552-60. doi: 10.1016/j.ijrobp.2004.10.011.

引用本文的文献

1
Temporally downsampled cerebral CT perfusion image restoration using deep residual learning.
Int J Comput Assist Radiol Surg. 2020 Feb;15(2):193-201. doi: 10.1007/s11548-019-02082-1. Epub 2019 Oct 31.
2
Volume-of-interest imaging with dynamic fluence modulation using multiple aperture devices.
J Med Imaging (Bellingham). 2019 Jul;6(3):033504. doi: 10.1117/1.JMI.6.3.033504. Epub 2019 Sep 14.
3
Feasibility study of shutter scan acquisition for region of interest (ROI) digital tomosynthesis.
J Appl Clin Med Phys. 2018 May;19(3):301-309. doi: 10.1002/acm2.12294. Epub 2018 Mar 1.
4
Optimal dose reduction algorithm using an attenuation-based tube current modulation method for cone-beam CT imaging.
PLoS One. 2018 Feb 15;13(2):e0192933. doi: 10.1371/journal.pone.0192933. eCollection 2018.
5
Half-Fan-Based Intensity-Weighted Region-of-Interest Imaging for Low-Dose Cone-Beam CT in Image-Guided Radiation Therapy.
Healthc Inform Res. 2016 Oct;22(4):316-325. doi: 10.4258/hir.2016.22.4.316. Epub 2016 Oct 31.
6
Two-dimensional dynamic fluid bowtie attenuators.
J Med Imaging (Bellingham). 2016 Jan;3(1):013502. doi: 10.1117/1.JMI.3.1.013502. Epub 2016 Jan 22.
7
Reconstructing cone-beam CT with spatially varying qualities for adaptive radiotherapy: a proof-of-principle study.
Phys Med Biol. 2014 Oct 21;59(20):6251-66. doi: 10.1088/0031-9155/59/20/6251. Epub 2014 Sep 26.
8
Improving image accuracy of region-of-interest in cone-beam CT using prior image.
J Appl Clin Med Phys. 2014 Mar 6;15(2):4628. doi: 10.1120/jacmp.v15i2.4628.
9
Deformable image registration of CT and truncated cone-beam CT for adaptive radiation therapy.
Phys Med Biol. 2013 Nov 21;58(22):7979-93. doi: 10.1088/0031-9155/58/22/7979. Epub 2013 Oct 30.
10
The meaning of interior tomography.
Phys Med Biol. 2013 Aug 21;58(16):R161-86. doi: 10.1088/0031-9155/58/16/R161. Epub 2013 Aug 2.

本文引用的文献

2
Region of Interest (ROI) Computed Tomography.
Proc SPIE Int Soc Opt Eng. 2004;5368(2):534-541. doi: 10.1117/12.534568.
4
Region-of-interest image reconstruction in circular cone-beam microCT.
Med Phys. 2007 Dec;34(12):4923-33. doi: 10.1118/1.2804924.
6
Noise properties of chord-image reconstruction.
IEEE Trans Med Imaging. 2007 Oct;26(10):1328-44. doi: 10.1109/TMI.2007.898567.
7
Imaging and alignment for image-guided radiation therapy.
J Clin Oncol. 2007 Mar 10;25(8):931-7. doi: 10.1200/JCO.2006.09.7998.
8
Characteristics of kilovoltage x-ray beams used for cone-beam computed tomography in radiation therapy.
Phys Med Biol. 2007 Mar 21;52(6):1595-615. doi: 10.1088/0031-9155/52/6/004. Epub 2007 Feb 27.
9
Dosimetric feasibility of cone-beam CT-based treatment planning compared to CT-based treatment planning.
Int J Radiat Oncol Biol Phys. 2006 Dec 1;66(5):1553-61. doi: 10.1016/j.ijrobp.2006.08.031. Epub 2006 Oct 23.
10
Region of interest reconstruction from truncated data in circular cone-beam CT.
IEEE Trans Med Imaging. 2006 Jul;25(7):869-81. doi: 10.1109/tmi.2006.872329.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验