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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.

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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