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数字乳腺断层合成(DBT)中移位相加和反投影图像重建算法的脉冲响应与调制传递函数分析

Impulse response and Modulation Transfer Function analysis for Shift-And-Add and Back Projection image reconstruction algorithms in Digital Breast Tomosynthesis (DBT).

作者信息

Chen Ying, Lo Joseph Y, Dobbins James T

机构信息

Department of Electrical and Computer Engineering, Biomedical Engineering Graduate Program, Southern Illinois University, Carbondale IL 62901, USA, Duke Advanced Imaging Laboratories, Department of Biomedical Engineering, Duke University, Durham NC 27705, USA, E-mail:

出版信息

Int J Funct Inform Personal Med. 2008;1(2):189-204. doi: 10.1504/IJFIPM.2008.020187.

DOI:10.1504/IJFIPM.2008.020187
PMID:23935707
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3738212/
Abstract

Breast cancer is second only to lung cancer as the leading cause of non-preventable cancer death in women. Digital Breast Tomosynthesis (DBT) is a promising technique to improve early breast cancer detection. In this paper, we present the impulse response and Modulation Transfer Function (MTF) analysis to quantitatively compare Shift-And-Add (SAA) and point-by-point Back Projection (BP) three-dimensional image reconstruction algorithms in DBT. A Filtered Back Projection (FBP) deblurring algorithm based on point-by-point BP was used to demonstrate deblurred tomosynthesis images.

摘要

乳腺癌是女性非预防性癌症死亡的主要原因,仅次于肺癌。数字乳腺断层合成(DBT)是一种很有前景的早期乳腺癌检测技术。在本文中,我们进行了脉冲响应和调制传递函数(MTF)分析,以定量比较DBT中移位相加(SAA)和逐点反投影(BP)三维图像重建算法。基于逐点BP的滤波反投影(FBP)去模糊算法被用于展示去模糊后的断层合成图像。

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本文引用的文献

1
Three-dimensional image reconstruction by digital tomo-synthesis using inverse filtering.利用逆滤波进行数字断层合成的三维图像重建。
IEEE Trans Med Imaging. 1993;12(2):307-13. doi: 10.1109/42.232260.
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Importance of point-by-point back projection correction for isocentric motion in digital breast tomosynthesis: relevance to morphology of structures such as microcalcifications.数字乳腺断层合成中针对等中心运动的逐点反投影校正的重要性:与微钙化等结构形态的相关性
Med Phys. 2007 Oct;34(10):3885-92. doi: 10.1118/1.2776256.
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A comparative study of limited-angle cone-beam reconstruction methods for breast tomosynthesis.乳腺断层合成有限角度锥束重建方法的比较研究
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A framework for optimising the radiographic technique in digital X-ray imaging.一种用于优化数字X射线成像中射线照相技术的框架。
Radiat Prot Dosimetry. 2005;114(1-3):220-9. doi: 10.1093/rpd/nch562.
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A comparison of reconstruction algorithms for breast tomosynthesis.乳腺断层合成重建算法的比较
Med Phys. 2004 Sep;31(9):2636-47. doi: 10.1118/1.1786692.
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Digital x-ray tomosynthesis: current state of the art and clinical potential.数字X线断层合成:技术现状与临床潜力
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Med Phys. 2003 Mar;30(3):365-80. doi: 10.1118/1.1543934.
9
Digital tomosynthesis of hand joints for arthritis assessment.用于关节炎评估的手部关节数字断层合成技术。
Med Phys. 2003 Mar;30(3):325-33. doi: 10.1118/1.1543573.
10
Filtered backprojection for modifying the impulse response of circular tomosynthesis.用于修改圆形断层合成脉冲响应的滤波反投影法。
Med Phys. 2001 Mar;28(3):372-80. doi: 10.1118/1.1350588.