Optimization of breast cancer detection in Dual Energy X-ray Mammography using a CMOS imaging detector

被引:1
|
作者
Koukou, V. [1 ]
Fountos, G. [2 ]
Martini, N. [1 ]
Sotiropoulou, P. [1 ]
Michail, C. [2 ]
Kalyvas, N. [2 ]
Valais, I. [2 ]
Bakas, A. [3 ]
Kounadi, E. [4 ]
Kandarakis, I. [2 ]
Nikiforidis, G. [1 ]
机构
[1] Univ Patras, Sch Med, Dept Med Phys, Patras 26500, Greece
[2] Technol Educ Inst Athens, Dept Biomed Engn, Athens 12210, Greece
[3] Technol Educ Inst Athens, Dept Med Radiol Technol, Athens 12210, Greece
[4] Minist Hlth, SEYYP, Athens 11853, Greece
来源
3RD INTERNATIONAL CONFERENCE ON MATHEMATICAL MODELING IN PHYSICAL SCIENCES (IC-MSQUARE 2014) | 2015年 / 574卷
关键词
DIGITAL MAMMOGRAPHY; SUBTRACTION; DENSITY;
D O I
10.1088/1742-6596/574/1/012076
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Dual energy mammography has the ability to improve the detection of microcalcifications leading to early diagnosis of breast cancer. In this simulation study, a prototype dual energy mammography system, using a CMOS based imaging detector with different X-ray spectra, was modeled. The device consists of a 33.91 mg/cm(2) Gd2O2S:Tb scintillator screen, placed in direct contact with the sensor, with a pixel size of 22.5 mu m. Various filter materials and tube voltages of a Tungsten (W) anode for both the low and high energy were examined. The selection of the filters applied to W spectra was based on their K-edges (K-edge filtering). Hydroxyapatite (HAp) was used to simulate microcalcifications. Calcification signal-to-noise ratio (SNRtc) was calculated for entrance surface dose within the acceptable levels of conventional mammography. Optimization was based on the maximization of SNRtc while minimizing the entrance dose. The best compromise between SNRtc value and dose was provided by a 35kVp X-ray spectrum with added beam filtration of 100 mu m Pd and a 70kVp Yb filtered spectrum of 800 mu m for the low and high energy, respectively. Computer simulation results show that a SNRtc value of 3.6 can be achieved for a calcification size of 200 mu m. Compared with previous studies, this method can improve detectability of microcalcifications.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] An integrated CMOS-selenium x-ray detector for digital mammography
    Andre, MP
    Spivey, B
    Martin, P
    Morsell, L
    Atlas, E
    Pellegrino, T
    PHYSICS OF MEDICAL IMAGING, 1998, 3336 : 204 - 209
  • [2] Evaluation of a dichromatic X-ray source for dual-energy imaging in mammography
    Tuffanelli, A
    Fabbri, S
    Sarnelli, A
    Taibi, A
    Gambaccini, M
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2002, 489 (1-3): : 509 - 518
  • [3] A model for technique optimization of dual energy x-ray imaging
    Wheeldon, S
    Jabri, K
    Sabol, J
    MEDICAL PHYSICS, 2005, 32 (06) : 1891 - 1891
  • [4] Explosives Detection Using Dual Energy X-ray Imaging and Photoneutron Analysis
    Yang, Yigang
    Li, Tiezhu
    Li, Yuanjing
    2009 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-5, 2009, : 876 - +
  • [5] X-Ray Detector Technologies Affect Breast Cancer Detection Performance: An in Silico Breast Imaging Study
    Sengupta, A.
    Lago, M.
    Badano, A.
    MEDICAL PHYSICS, 2022, 49 (06) : E296 - E296
  • [6] X-RAY MAMMOGRAPHY AND THERMOGRAPHY IN BREAST CANCER
    SHIMKIN, MB
    CALIFORNIA MEDICINE, 1970, 113 (01): : 55 - &
  • [7] THEORETICAL OPTIMIZATION OF DUAL-ENERGY X-RAY-IMAGING WITH APPLICATION TO MAMMOGRAPHY
    JOHNS, PC
    YAFFE, MJ
    MEDICAL PHYSICS, 1985, 12 (03) : 289 - 296
  • [8] A novel wafer-scale CMOS APS X-ray detector for breast cancer diagnosis using X-ray diffraction studies
    Konstantinidis, A.
    Zheng, Y.
    Philip, D.
    Vinnicombe, S.
    Speller, R.
    JOURNAL OF INSTRUMENTATION, 2012, 7
  • [9] X-Ray Spectra Optimization for Dual-Energy Imaging Using Dual-Source CT
    Giraldo, J. Ramirez
    Primak, A.
    Liu, X.
    McCollough, C.
    MEDICAL PHYSICS, 2008, 35 (06)
  • [10] Application of a dual energy X-ray imaging method on breast specimen
    Koukou, V.
    Martini, N.
    Fountos, G.
    Michail, C.
    Bakas, A.
    Oikonomou, G.
    Kandarakis, I.
    Nikiforidis, G.
    RESULTS IN PHYSICS, 2017, 7 : 1634 - 1636