Examining Wide-arc Digital Breast Tomosynthesis: Optimization Using a Visual-Search Model Observer

被引:3
作者
Das, Mini [1 ,2 ]
Liang, Zhihua [1 ,2 ]
Gifford, Howard C. [2 ]
机构
[1] Univ Houston, Dept Phys, Houston, TX 77004 USA
[2] Univ Houston, Dept Biomed Engn, Houston, TX 77004 USA
来源
MEDICAL IMAGING 2015: PHYSICS OF MEDICAL IMAGING | 2015年 / 9412卷
关键词
Model observer; Visual Search; Digital breast tomosynthesis; COMPUTER-SIMULATION; IMAGE ACQUISITION;
D O I
10.1117/12.2082986
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Mathematical model observers are expected to assist in preclinical optimization of image acquisition and reconstruction parameters. A clinically realistic and robust model observer platform could help in multiparameter optimizations without requiring frequent human-observer validations. We are developing search-capable visual-search (VS) model observers with this potential. In this work, we present initial results on optimization of DBT scan angle and the number of projection views for low-contrast mass detection. Comparison with human-observer results shows very good agreement. These results point towards the benefits of using relatively wider arcs and low projection angles per arc degree for improved mass detection. These results are particularly interesting considering that the FDA-approved DBT systems like Hologic Selenia Dimensions uses a narrow (15-degree) acquisition arc and one projection per arc degree.
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页数:5
相关论文
共 17 条
  • [1] Mammogram synthesis using a 3D simulation. 1. Breast tissue model and image acquisition simulation
    Bakic, PR
    Albert, M
    Brzakovic, D
    Maidment, ADA
    [J]. MEDICAL PHYSICS, 2002, 29 (09) : 2131 - 2139
  • [2] 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
  • [3] Evaluation of a variable dose acquisition methodology for breast tomosynthesis - art. no. 691319
    Das, Mini
    Gifford, Howard
    O'Connor, Michael
    Glick, Stephen
    [J]. MEDICAL IMAGING 2008: PHYSICS OF MEDICAL IMAGING, PTS 1-3, 2008, 6913 : 91319 - 91319
  • [4] Penalized Maximum Likelihood Reconstruction for Improved Microcalcification Detection in Breast Tomosynthesis
    Das, Mini
    Gifford, Howard C.
    O'Connor, J. Michael
    Glick, Stephen J.
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2011, 30 (04) : 904 - 914
  • [5] Evaluation of a variable dose acquisition technique for microcalcification and mass detection in digital breast tomosynthesis
    Das, Mini
    Gifford, Howard C.
    O'Connor, J. Michael
    Glick, Stephen J.
    [J]. MEDICAL PHYSICS, 2009, 36 (06) : 1976 - 1984
  • [6] Fessler J., 2000, Handbook of Medical Imaging, V2
  • [7] Gifford H., 2008, P SPIE, V6917
  • [8] Efficient visual-search model observers for PET
    Gifford, H. C.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2014, 87 (1039)
  • [9] Gifford H.C., 2009, IEEE NSS MIC
  • [10] Gifford H. C., 2009, P SPIE, V7263