Algorithmic 3D simulation of breast calcifications for digital mammography

被引:13
|
作者
Näppi, J
Dean, PB
Nevalainen, O
Toikkanen, S
机构
[1] Univ Turku, Dept Comp Sci, Turku Ctr Comp Sci, FIN-20520 Turku, Finland
[2] Univ Turku, Cent Hosp, Dept Diagnost Radiol, FIN-20520 Turku, Finland
[3] Univ Turku, Cent Hosp, Dept Pathol, FIN-20520 Turku, Finland
基金
芬兰科学院;
关键词
breast calcifications; simulation; computer-assisted diagnosis; digital mammography;
D O I
10.1016/S0169-2607(01)00145-6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We present a framework for algorithmic three-dimensional simulation of breast calcifications. The simulated calcifications can be viewed from any angle at a higher spatial resolution than currently available for digital mammography, and they can be placed onto a simulated or real mammographic background to provide example cases for computers and radiologists. In order to simulate calcification clusters, we also show how to simulate duct networks and terminal ductal lobular units. We evaluated the model with a double-blind evaluation of 60 cases with four experienced radiologists by mixing 30 cases of simulated calcification clusters on a real or simulated mammographic background with 30 cases of real breast calcification clusters digitized at a spatial resolution of 15 mum from high-resolution radiographs of 5 mm slices of breast specimens. The results indicate that the majority of the 2D projections of the 3D simulated calcifications compare favorably with the radiographic images of real breast calcifications. (C) 2001 Elsevier Science Ireland Ltd. All rights reserved.
引用
收藏
页码:115 / 124
页数:10
相关论文
共 50 条
  • [1] The simulation of 3D mass models in 2D digital mammography and breast tomosynthesis
    Shaheen, Eman
    De Keyzer, Frederik
    Bosmans, Hilde
    Dance, David R.
    Young, Kenneth C.
    Van Ongeval, Chantal
    MEDICAL PHYSICS, 2014, 41 (08) : 383 - 399
  • [2] The simulation of 3D microcalcification clusters in 2D digital mammography and breast tomosynthesis
    Shaheen, Eman
    Van Ongeval, Chantal
    Zanca, Federica
    Cockmartin, Lesley
    Marshall, Nicholas
    Jacobs, Jurgen
    Young, Kenneth C.
    R. Dance, David
    Bosmans, Hilde
    MEDICAL PHYSICS, 2011, 38 (12) : 6659 - 6671
  • [3] Three-dimensional simulation of breast calcifications for applications in digital mammography
    Nappi, J
    Dean, PB
    Nevalainen, O
    CAR '98 - COMPUTER ASSISTED RADIOLOGY AND SURGERY, 1998, 1165 : 230 - 235
  • [4] Detection and Classification of Calcifications on Digital Breast Tomosynthesis and 2D Digital Mammography: A Comparison
    Spangler, M. Lee
    Zuley, Margarita L.
    Sumkin, Jules H.
    Abrams, Gordan
    Ganott, Marie A.
    Hakim, Christiane
    Perrin, Ronald
    Chough, Denise M.
    Shah, Ratan
    Gur, David
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2011, 196 (02) : 320 - 324
  • [5] Validation of simulation of calcifications for observer studies in digital mammography
    Warren, L. M.
    Green, F. H.
    Shrestha, L.
    Mackenzie, A.
    Dance, D. R.
    Young, K. C.
    PHYSICS IN MEDICINE AND BIOLOGY, 2013, 58 (16): : N217 - N228
  • [6] Method for 3D reconstruction of breast calcifications
    Maidment, AD
    Albert, M
    Conant, EF
    RADIOLOGY, 1996, 201 : 698 - 698
  • [7] A Comparative Analysis of 2D and 3D CAD for Calcifications in Digital Breast Tomosynthesis
    Acciavatti, Raymond J.
    Ray, Shonket
    Keller, Brad M.
    Maidment, Andrew D. A.
    Conant, Emily F.
    MEDICAL IMAGING 2015: COMPUTER-AIDED DIAGNOSIS, 2015, 9414
  • [8] Breast microcalcification classification: From 2D mammography to 3D digital breast tomosynthesis
    Yeh, Jinn-Yi
    Chan, Siwa
    ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, 2022, 18 : 43 - 43
  • [9] Combination of digital mammography with semi-automated 3D breast ultrasound
    Kapur, A
    Carson, PL
    Eberhard, J
    Goodsitt, MM
    Thomenius, K
    Lokhandwalla, M
    Buckley, D
    Roubidoux, MA
    Helvie, MA
    Booi, RC
    LeCarpentier, GL
    Erkamp, RQ
    Chan, HP
    Fowlkes, JB
    Thomas, JA
    Landberg, CE
    TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2004, 3 (04) : 325 - 334
  • [10] Automated Segmentation of Breast Arterial Calcifications from Digital Mammography
    Wang, Kaier
    Khan, Nabeel
    Highnam, Ralph
    2019 INTERNATIONAL CONFERENCE ON IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ), 2019,