Image reconstruction in digital breast tomosynthesis by total variation minimization

被引:6
|
作者
Sidky, Emil Y. [1 ]
Reiser, Ingrid S. [1 ]
Nishikawa, Robert [1 ]
Pan, Xiaochuan [1 ]
机构
[1] Univ Chicago, Dept Radiol, 5841 S Maryland Avenue, Chicago, IL 60637 USA
基金
美国国家卫生研究院;
关键词
digital breast tomosynthesis; image reconstruction; TV minimization;
D O I
10.1117/12.713663
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The total variation (TV) minimization algorithm for image reconstruction in few-view computed tomography is applied to image reconstruction in digital breast tomosynthesis. In the TV minimization algorithm, there is a parameter that regulates how close the estimated data should be to the actual projection data. The effect of this parameter on the reconstructed images is investigated. In addition, realistic noise is added to the simulated projection data.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] A Compton scattering image reconstruction algorithm based on total variation minimization
    Li Shou-Peng
    Wang Lin-Yuan
    Yan Bin
    Li Lei
    Liu Yong-Jun
    [J]. CHINESE PHYSICS B, 2012, 21 (10)
  • [32] High resolution image reconstruction with constrained, total-variation minimization
    Sidky, Emil Y.
    Chartrand, Rick
    Duchin, Yuval
    Ullberg, Christer
    Pan, Xiaochuan
    [J]. 2010 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD (NSS/MIC), 2010, : 2617 - 2620
  • [33] A Compton scattering image reconstruction algorithm based on total variation minimization
    李守鹏
    王林元
    闫镔
    李磊
    刘拥军
    [J]. Chinese Physics B, 2012, 21 (10) : 567 - 573
  • [34] Total Variation Minimization-Based Multimodality Medical Image Reconstruction
    Cui, Xuelin
    Yu, Hengyong
    Wang, Ge
    Mili, Lamine
    [J]. DEVELOPMENTS IN X-RAY TOMOGRAPHY IX, 2014, 9212
  • [35] Image Reconstruction from Projections of Digital Breast Tomosynthesis using Deep Learning
    de Paula, Davi D.
    Salvadeo, Denis H. P.
    de Araujo, Darlan M. N.
    [J]. MEDICAL IMAGING 2021: PHYSICS OF MEDICAL IMAGING, 2021, 11595
  • [36] Variation in digital breast tomosynthesis image quality at differing heights above the detector
    Davidson, Rob
    Al Khalifah, Khaled
    Zhou, Abel
    [J]. JOURNAL OF MEDICAL RADIATION SCIENCES, 2022, 69 (02) : 174 - 181
  • [37] A Realistic Breast Phantom Proposal for 3D Image Reconstruction in Digital Breast Tomosynthesis
    Polat, Adem
    Kumrular, Raziye Kubra
    [J]. TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2022, 21
  • [38] Local dynamic reconstruction in digital breast tomosynthesis
    Barbieri, Matteo
    Jailin, Clement
    Vancamberg, Laurence
    Roux, Stephane
    [J]. 17TH INTERNATIONAL WORKSHOP ON BREAST IMAGING, IWBI 2024, 2024, 13174
  • [39] The reconstruction of microcalcification clusters in digital breast tomosynthesis
    Ho, Candy P. S.
    Tromans, Chris E.
    Schnabel, Julia A.
    Brady, Michael
    [J]. MEDICAL IMAGING 2010: COMPUTER - AIDED DIAGNOSIS, 2010, 7624
  • [40] Combined Reconstruction and Registration of Digital Breast Tomosynthesis
    Yang, Guang
    Hipwell, John H.
    Clarkson, Matthew J.
    Tanner, Christine
    Mertzanidou, Thomy
    Gunn, Spencer
    Ourselin, Sebastien
    Hawkes, David J.
    Arridge, Simon R.
    [J]. DIGITAL MAMMOGRAPHY, 2010, 6136 : 760 - +