Effect of optical blurring of X-ray source on breast tomosynthesis image quality: Modulation transfer function, anatomical noise power spectrum, and signal detectability perspectives

被引:3
作者
Lee, Changwoo [1 ]
Baek, Jongduk [2 ]
机构
[1] Korea Res Inst Stand & Sci KRISS, Safety Measurement Inst, Med Metrol Team, Daejeon, South Korea
[2] Yonsei Univ, Sch Integrated Technol, Incheon, South Korea
来源
PLOS ONE | 2022年 / 17卷 / 05期
基金
新加坡国家研究基金会;
关键词
DIGITAL TOMOSYNTHESIS; ACQUISITION GEOMETRY; OBSERVER PERFORMANCE; MODEL; OPTIMIZATION; MAMMOGRAPHY; SIMULATION; ACCURACY;
D O I
10.1371/journal.pone.0267850
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We investigated the effect of the optical blurring of X-ray source on digital breast tomosynthesis (DBT) image quality using well-designed DBT simulator and table-top experimental systems. To measure the in-plane modulation transfer function (MTF), we used simulated sphere phantom and Teflon sphere phantom and generated their projection data using two acquisition modes (i.e., step-and-shoot mode and continuous mode). After reconstruction, we measured the in-plane MTF using reconstructed sphere phantom images. In addition, we measured the anatomical noise power spectrum (aNPS) and signal detectability. We constructed simulated breast phantoms with a 50% volume glandular fraction (VGF) of breast anatomy using the power law spectrum and inserted spherical objects with 1 mm, 2 mm, and 5 mm diameters as breast masses. Projection data were acquired using two acquisition modes, and in-plane breast images were reconstructed using the Feldkamp-DavisKress (FDK) algorithm. For the experimental study, we used BR3D breast phantom with 50% VGF and obtained projection data using a table-top experimental system. To compare the detection performance of the two acquisition modes, we calculated the signal detectability using the channelized Hotelling observer (CHO) with Laguerre-Gauss (LG) channels. Our results show that spatial resolution of in-plane image in continuous mode was degraded due to the optical blurring of X-ray source. This blurring effect was reflected in aNPS, resulting in large beta values. From a signal detectability perspective, the signal detectability in step-and-shoot mode is higher than that in continuous mode for small spherical signals but not large spherical signals. Although the step-and-shoot mode has disadvantage in terms of scan time compared to the continuous mode, scanning in step-and-shoot mode is better for detecting small signals, indicating that there is a tradeoff between scan time and image quality.
引用
收藏
页数:18
相关论文
共 40 条
  • [1] Human- and model-observer performance in ramp-spectrum noise: effects of regularization and object variability
    Abbey, CK
    Barrett, HH
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2001, 18 (03): : 473 - 488
  • [2] Barrett HH., 2013, FDN IMAGE SCI
  • [3] Technique factors and their relationship to radiation dose in pendant geometry breast CT
    Boone, JM
    Kwan, ALC
    Seibert, JA
    Shah, N
    Lindfors, KK
    Nelson, TR
    [J]. MEDICAL PHYSICS, 2005, 32 (12) : 3767 - 3776
  • [4] Human observer detection experiments with mammograms and power-law noise
    Burgess, AE
    Jacobson, FL
    Judy, PF
    [J]. MEDICAL PHYSICS, 2001, 28 (04) : 419 - 437
  • [5] Signal detection in power-law noise: effect of spectrum exponents
    Burgess, Arthur E.
    Judy, Philip E.
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2007, 24 (12) : B52 - B60
  • [6] Modeling blurring effects due to continuous gantry rotation: Application to region of interest tomography
    Cant, Jeroen
    Palenstijn, Willem Jan
    Behiels, Gert
    Sijbers, Jan
    [J]. MEDICAL PHYSICS, 2015, 42 (05) : 2709 - 2717
  • [7] A mathematical model platform for optimizing a multiprojection breast imaging system
    Chawla, Amarpreet S.
    Samei, Ehsan
    Saunders, Robert S.
    Lo, Joseph Y.
    Baker, Jay A.
    [J]. MEDICAL PHYSICS, 2008, 35 (04) : 1337 - 1345
  • [8] Optimized image acquisition for breast tomosynthesis in projection and reconstruction space
    Chawla, Amarpreet S.
    Lo, Joseph Y.
    Baker, Jay A.
    Samei, Ehsan
    [J]. MEDICAL PHYSICS, 2009, 36 (11) : 4859 - 4869
  • [9] An Anthropomorphic Breast Model for Breast Imaging Simulation and Optimization
    Chen, Baiyu
    Shorey, Jamie
    Saunders, Robert S., Jr.
    Richard, Samuel
    Thompson, John
    Nolte, Loren W.
    Samei, Ehsan
    [J]. ACADEMIC RADIOLOGY, 2011, 18 (05) : 536 - 546
  • [10] Association between power law coefficients of the anatomical noise power spectrum and lesion detectability in breast imaging modalities
    Chen, Lin
    Abbey, Craig K.
    Boone, John M.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2013, 58 (06) : 1663 - 1681