Skip to main content

2016 | OriginalPaper | Buchkapitel

A Measure of Regional Mammographic Masking Based on the CDMAM Phantom

verfasst von : Benjamin Hinton, Serghei Malkov, Jesus Avila, Bo Fan, Bonnie Joe, Karla Kerlikowske, Lin Ma, Amir Mahmoudzadeh, John Shepherd

Erschienen in: Breast Imaging

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Detectability of invasive cancerous lesions in mammography is diminished in breasts with dense and complex fibroglandular tissue. If masking were locally quantified in mammograms, radiologists could potentially use this information to clear the region using targeted adjuvant screening techniques. We present a method to quantify localized masking using a model observer to detect virtual objects of varying thickness and size convoluted into the clinical mammogram. Contrast detail curves are used to create an Image Quality Factor (IQF) at high resolution throughout the breast. We report on preliminary findings of how IQF is related to measures of breast density and textural complexity in a cohort of women who experienced screening detected and interval (masked) cancers. This measure of masking using a localized contrast detail curve approach should provide a means to target adjuvant screening resources for faster and more effective determination of cancer status for women with dense breast.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Tabar, L., Faberberg, G., Day, N., Holmberg, L.: What is the optimum interval between mammographic screening examinations? An analysis based on the latest results of the Swedish two-county breast cancer screening trial. Br. J. Cancer 55(5), 547 (1987)CrossRef Tabar, L., Faberberg, G., Day, N., Holmberg, L.: What is the optimum interval between mammographic screening examinations? An analysis based on the latest results of the Swedish two-county breast cancer screening trial. Br. J. Cancer 55(5), 547 (1987)CrossRef
2.
Zurück zum Zitat Shepherd, J., Herve, L., Landau, J., Fan, B., Kerlikowske, K., Cummings, S.: Novel use of single X-ray absorptiometry for measuring breast density. Technol. Cancer Res. Treat. 4(2), 173–182 (2005)CrossRef Shepherd, J., Herve, L., Landau, J., Fan, B., Kerlikowske, K., Cummings, S.: Novel use of single X-ray absorptiometry for measuring breast density. Technol. Cancer Res. Treat. 4(2), 173–182 (2005)CrossRef
3.
Zurück zum Zitat Highnam, R., Sauber, N., Destounis, S., Harvey, J., McDonald, D.: Breast density into clinical practice. In: Maidment, A.D., Bakic, P.R., Gavenonis, S. (eds.) IWDM 2012. LNCS, vol. 7361, pp. 466–473. Springer, Heidelberg (2012)CrossRef Highnam, R., Sauber, N., Destounis, S., Harvey, J., McDonald, D.: Breast density into clinical practice. In: Maidment, A.D., Bakic, P.R., Gavenonis, S. (eds.) IWDM 2012. LNCS, vol. 7361, pp. 466–473. Springer, Heidelberg (2012)CrossRef
4.
Zurück zum Zitat Hartman, K., Highnam, R.P., Warren, R., Jackson, V.: Volumetric assessment of breast tissue composition from FFDM images. In: Krupinski, E.A. (ed.) IWDM 2008. LNCS, vol. 5116, pp. 33–39. Springer, Heidelberg (2008)CrossRef Hartman, K., Highnam, R.P., Warren, R., Jackson, V.: Volumetric assessment of breast tissue composition from FFDM images. In: Krupinski, E.A. (ed.) IWDM 2008. LNCS, vol. 5116, pp. 33–39. Springer, Heidelberg (2008)CrossRef
5.
Zurück zum Zitat Manduca, A., Carston, M., Heine, J., Scott, C., Pankratz, V., Brandt, K., et al.: Texture features from mammographic images and risk of breast cancer. Cancer Epidemiol. Biomark. Prev. 18(3), 837–845 (2009)CrossRef Manduca, A., Carston, M., Heine, J., Scott, C., Pankratz, V., Brandt, K., et al.: Texture features from mammographic images and risk of breast cancer. Cancer Epidemiol. Biomark. Prev. 18(3), 837–845 (2009)CrossRef
6.
Zurück zum Zitat Nie, K., Chen, J., Hon, J., Chu, Y., Nalcioglu, O., Su, M.: Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI. Acad. Radiol. 15(12), 1513–1525 (2008)CrossRef Nie, K., Chen, J., Hon, J., Chu, Y., Nalcioglu, O., Su, M.: Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI. Acad. Radiol. 15(12), 1513–1525 (2008)CrossRef
7.
Zurück zum Zitat Boyd, N., Dite, G., Stone, J., Gunasekara, A., English, D., McCredie, M., et al.: Heritability of mammographic density, a risk factor for breast cancer. N. Engl. J. Med. 347(12), 886–894 (2002)CrossRef Boyd, N., Dite, G., Stone, J., Gunasekara, A., English, D., McCredie, M., et al.: Heritability of mammographic density, a risk factor for breast cancer. N. Engl. J. Med. 347(12), 886–894 (2002)CrossRef
8.
Zurück zum Zitat Eng, A., Gallant, Z., Shepherd, J., McCormack, V., Li, J., Dowsett, M., dos-Santos-Silva, I., et al.: Digital mammographic density and breast cancer risk: a case-control study of six alternative density assessment methods. Breast Cancer Res. 16, 439 (2014)CrossRef Eng, A., Gallant, Z., Shepherd, J., McCormack, V., Li, J., Dowsett, M., dos-Santos-Silva, I., et al.: Digital mammographic density and breast cancer risk: a case-control study of six alternative density assessment methods. Breast Cancer Res. 16, 439 (2014)CrossRef
9.
Zurück zum Zitat Kerlikowske, K., Zhu, W., Tosteson, A., Sprague, B., Tice, J., Lehman, C., et al.: Identifying women with dense breasts at high risk for interval cancer: a cohort study. Ann. Intern. Med. 162(10), 673–681 (2015)CrossRef Kerlikowske, K., Zhu, W., Tosteson, A., Sprague, B., Tice, J., Lehman, C., et al.: Identifying women with dense breasts at high risk for interval cancer: a cohort study. Ann. Intern. Med. 162(10), 673–681 (2015)CrossRef
10.
Zurück zum Zitat Mainprize, J.G., Wang, X., Ge, M., Yaffe, M.J.: Towards a quantitative measure of radiographic masking by dense tissue in mammography. In: Fujita, H., Hara, T., Muramatsu, C. (eds.) IWDM 2014. LNCS, vol. 8539, pp. 181–186. Springer, Heidelberg (2014) Mainprize, J.G., Wang, X., Ge, M., Yaffe, M.J.: Towards a quantitative measure of radiographic masking by dense tissue in mammography. In: Fujita, H., Hara, T., Muramatsu, C. (eds.) IWDM 2014. LNCS, vol. 8539, pp. 181–186. Springer, Heidelberg (2014)
11.
Zurück zum Zitat Boone, J., Fewell, T., Jennings, R.: Molybdenum, rhodium, and tungsten anode spectral models using interpolating polynomials with application to mammography. Med. Phys. 24(12), 1863–1874 (1997)CrossRef Boone, J., Fewell, T., Jennings, R.: Molybdenum, rhodium, and tungsten anode spectral models using interpolating polynomials with application to mammography. Med. Phys. 24(12), 1863–1874 (1997)CrossRef
14.
Zurück zum Zitat Veldkamp, W.J.H., Thijssen, M.A.O., Karssemeijer, N.: The value of scatter removal by a grid in full field digital mammography. Med. Phys. 30(7), 1712 (2003)CrossRef Veldkamp, W.J.H., Thijssen, M.A.O., Karssemeijer, N.: The value of scatter removal by a grid in full field digital mammography. Med. Phys. 30(7), 1712 (2003)CrossRef
Metadaten
Titel
A Measure of Regional Mammographic Masking Based on the CDMAM Phantom
verfasst von
Benjamin Hinton
Serghei Malkov
Jesus Avila
Bo Fan
Bonnie Joe
Karla Kerlikowske
Lin Ma
Amir Mahmoudzadeh
John Shepherd
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-41546-8_66

Premium Partner