X-ray phase-shifts-based method of volumetric breast density measurement

被引:11
|
作者
Wu, Xizeng [1 ]
Yan, Aimin [1 ]
Liu, Hong [2 ,3 ]
机构
[1] Univ Alabama Birmingham, Dept Radiol, Birmingham, AL 35233 USA
[2] Univ Oklahoma, Ctr Bioengn, Norman, OK 73019 USA
[3] Univ Oklahoma, Sch Elect & Comp Engn, Norman, OK 73019 USA
关键词
X-ray phase contrast; phase retrieval; breast density; SYNCHROTRON-RADIATION; MAMMOGRAPHY; RETRIEVAL; IMAGES;
D O I
10.1118/1.4729838
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: The high breast density is one of the biggest risk factors for breast cancer. Identifying patient having persistent high breast density is important for breast cancer screening and prevention. In this work the authors propose for the first time an x-ray phase-shifts-based method of breast density measurement. Methods: When x ray traverses the breast, x ray gets not only its intensity attenuated but also its phase shifted. Studying the x-ray phase-shifts generated by the breast tissues, we derived a general formula for determining the volumetric breast density from the breast phase map. The volumetric breast density is reconstructed by retrieving the breast phase map from just a single phase-sensitive projection of the breast, through the use of an innovative phase retrieval method based on the phase-attenuation duality. In order to numerically validate this phase-shifts-based method for measuring the volumetric breast density, the authors performed computer simulations with a digitally simulated anthropomorphic breast phantom. Results: Using the proposed phase-shifts-based method, we reconstructed the breast phantom's volumetric breast density, which differs from the phantom's intrinsic breast density by only 0.06%. In the presence of noises in the projection image, the reconstructed volumetric breast density differs from the phantom's intrinsic breast density by only 1.79% for a projection signal-to-noise-ratio (SNR) of 34. The error in reconstructed breast density is further reduced to 1.61% and 1.55% for SNR = 68 and SNR = 134, respectively, achieving good accuracies in the breast density determination. Conclusions: The authors proposed an x-ray phase-shifts-based method of measuring the volumetric breast density. The simulation results numerically validated the proposed method as a novel method of breast density measurement with good accuracies. 2012 American Association of Physicists in Medicine. [http://dx.doi.org/10.1118/1.4729838]
引用
收藏
页码:4239 / 4244
页数:6
相关论文
共 50 条
  • [21] Robustness of phase retrieval methods in x-ray phase contrast imaging: A comparison
    Yan, Aimin
    Wu, Xizeng
    Liu, Hong
    MEDICAL PHYSICS, 2011, 38 (09) : 5073 - 5080
  • [22] A new method of detecting interferogram in differential phase-contrast imaging system based on special structured x-ray scintillator screen
    Liu Xin
    Guo Jin-Chuan
    Niu Han-Ben
    CHINESE PHYSICS B, 2010, 19 (07)
  • [23] Phase-contrast x-ray imaging of the breast: recent developments towards clinics
    Coan, P.
    Bravin, A.
    Tromba, G.
    JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2013, 46 (49)
  • [24] Contrast enhancement of propagation based X-ray phase contrast imaging
    Pan, Adam
    Xu, Ling
    Petruccelli, Jon C.
    Gupta, Rajiv
    Barbastathis, George
    ADVANCES IN COMPUTATIONAL METHODS FOR X-RAY OPTICS III, 2014, 9209
  • [25] Volumetric High-Resolution X-Ray Phase-Contrast Virtual Histology of Breast Specimens With a Compact Laboratory System
    Massimi, Lorenzo
    Suaris, Tamara
    Hagen, Charlotte K.
    Endrizzi, Marco
    Munro, Peter R. T.
    Havariyoun, Glafkos
    Hawker, P. M. Sam
    Smit, Bennie
    Astolfo, Alberto
    Larkin, Oliver J.
    Waltham, Richard M.
    Shah, Zoheb
    Duffy, Stephen W.
    Nelan, Rachel L.
    Peel, Anthony
    Jones, J. Louise
    Haig, Ian G.
    Bate, David
    Olivo, Alessandro
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 41 (05) : 1188 - 1195
  • [26] X-ray volumetric quantitative phase imaging by Foucault differential filtering with linear scanning
    Park, Young-Sung
    Hong, Jieun
    Choi, Jaeho
    CHINESE OPTICS LETTERS, 2023, 21 (01)
  • [27] Computational techniques in propagation-based x-ray phase imaging
    Petruccelli, Jonathan C.
    Tahir, Sajjad
    Bashir, Sajid
    Pan, Adam
    Tian, Lei
    Xu, Ling
    MacDonald, C. A.
    Barbastathis, George
    ADVANCES IN COMPUTATIONAL METHODS FOR X-RAY OPTICS III, 2014, 9209
  • [28] Prediction of breast cancer risk by automated volumetric breast density measurement
    Nara, Miyako
    Fujioka, Tomoyuki
    Mori, Mio
    Aruga, Tomoyuki
    Tateishi, Ukihide
    JAPANESE JOURNAL OF RADIOLOGY, 2023, 41 (01) : 54 - 62
  • [29] Feasibility of estimating volumetric breast density from mammographic x-ray spectra using a cadmium telluride photon-counting detector
    Ghammraoui, Bahaa
    Badal, Andreu
    Glick, Stephen J.
    MEDICAL PHYSICS, 2018, 45 (08) : 3604 - 3613
  • [30] Prediction of breast cancer risk by automated volumetric breast density measurement
    Miyako Nara
    Tomoyuki Fujioka
    Mio Mori
    Tomoyuki Aruga
    Ukihide Tateishi
    Japanese Journal of Radiology, 2023, 41 : 54 - 62