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Image Quality of Thick Average Intensity Pixel Slabs Using Statistical Artifact Reduction in Breast Tomosynthesis

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Breast Imaging (IWDM 2014)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 8539))

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Abstract

Digital Breast Tomosynthesis (DBT) has the potential to replace or supplement Digital Mammography (DM). Studies have shown that it takes radiologists more time to read DBT examinations compared with DM. The slice separation of image volumes has been set to 1 mm on most systems. By using thicker slices review time could be reduced. This paper investigates the possibility of using 2 mm Average Intensity Pixel (AIP) slabs for image review. The thicker slabs were created using a method based on statistical artifact reduction and super-resolution. Six radiologists were presented with 20 sets of images containing 16 tumor masses and 8 micro-calcification clusters. They ranked 2 mm slabbed sets relative to standard 1 mm. Visibility (P = .0044) of micro-calcifications improved and there was no significant effect on mass visibility (P = .46). The results indicate that it is possible to review DBT-volumes with 2 mm slabs without compromising image quality.

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References

  1. Svahn, T., Andersson, I., Chakraborty, D., et al.: The diagnostic accuracy of dual-view digital mammography, single-view breast tomosynthesis and a dual-view combination of breast tomosynthesis and digital mammography in a free-response observer performance study. Rad. Prot. Dos. 139(1-3), 113–117 (2010)

    Article  Google Scholar 

  2. Andersson, I., Ikeda, D.M., Zackrisson, S., et al.: Breast tomosynthesis and digital mammography: A comparison of breast cancer visibility and BIRADS classification in a population of cancers with subtle mammographic findings. Eur. Radiol. 18(12), 2817–2825 (2008)

    Article  Google Scholar 

  3. Gur, D., Abrams, G.S., Chough, D.M., et al.: Digital breast tomosynthesis: Observer performance study. Am. J. Roentgenol. 193(2), 586–591 (2009)

    Article  Google Scholar 

  4. Wallis, M.G., Moa, E., Zanca, F., et al.: Two-view and single-view tomosynthesis versus full-field digital mammography: High-resolution X-ray imaging observer study. Radiology 262(3), 788–796 (2012)

    Article  Google Scholar 

  5. Good, W.F., Abrams, G.S., Catullo, V.J., et al.: Digital breast tomosynthesis: A pilot observer study. Am. J. Roentgenol. 190(4), 865–869 (2008)

    Article  Google Scholar 

  6. Skaane, P., Gullien, R., Bjørndal, H., et al.: Digital breast tomosynthesis (DBT): Initial experience in a clinical setting. Acta Radiol. 53(5), 524–529 (2012)

    Article  Google Scholar 

  7. Good, W.F., Abrams, G.S., Catullo, V.J., et al.: Digital breast tomosynthesis: A pilot observer study. AJR Am. J. Roentgenol. 190(4), 865–869 (2008)

    Article  Google Scholar 

  8. Mertelmeier, T., Orman, J., Haerer, W., et al.: Optimizing filtered backprojection reconstruction for a breast tomosynthesis prototype device. In: Spie Medical Imaging, pp. 61420F-1–61420F-12. International Society for Optics and Photonics, Bellingham (2006)

    Google Scholar 

  9. Wu, T., Moore, R.H., Kopans, D.B.: Voting strategy for artifact reduction in digital breast tomosynthesis. Med. Phys. 33, 2461 (2006)

    Article  Google Scholar 

  10. Wu, T., Moore, R.H., Rafferty, E.A., et al.: A comparison of reconstruction algorithms for breast tomosynthesis. Med. Phys. 31(9), 2636–2647 (2004)

    Article  Google Scholar 

  11. Hu, Y.H., Zhao, B., Zhao, W.: Image artifacts in digital breast tomosynthesis: Investigation of the effects of system geometry and reconstruction parameters using a linear system approach. Med. Phys. 35(12), 5242–5252 (2008)

    Article  Google Scholar 

  12. Zhang, Y., Chan, H.P., Sahiner, B., et al.: Investigation of the Z-axis resolution of breast tomosynthesis mammography systems. In: SPIE Medical Imaging, pp. 65104A-65104A-8. International Society for Optics and Photonics, Bellingham (2007)

    Google Scholar 

  13. Dustler, M., Andersson, I., Förnvik, D., et al.: A Study of the Feasibility of using slabbing to reduce Tomosynthesis Review Time. In: SPIE Medical Imaging, pp. 86731L–86731L. International Society for Optics and Photonics, Bellingham (2013)

    Google Scholar 

  14. Kopans, D., Gavenonis, S., Halpern, E., et al.: Calcifications in the breast and digital breast tomosynthesis. Breast J. 17(6), 638–644 (2011)

    Article  Google Scholar 

  15. Sechopoulos, I., Ghetti, C.: Optimization of the acquisition geometry in digital tomosynthesis of the breast. Med. Phys. 36, 1199 (2009)

    Article  Google Scholar 

  16. Abdurahman, S., Jerebko, A., Mertelmeier, T., Lasser, T., Navab, N.: Out-of-plane artifact reduction in tomosynthesis based on regression modeling and outlier detection. In: Maidment, A.D.A., Bakic, P.R., Gavenonis, S. (eds.) IWDM 2012. LNCS, vol. 7361, pp. 729–736. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  17. Håkansson, M., Svensson, S., Zachrisson, S., et al.: ViewDEX: An efficient and easy-to-use software for observer performance studies. Rad. Prot. Dos. 139(1-3), 42–51 (2010)

    Article  Google Scholar 

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Dustler, M., Timberg, P., Tingberg, A., Zackrisson, S. (2014). Image Quality of Thick Average Intensity Pixel Slabs Using Statistical Artifact Reduction in Breast Tomosynthesis. In: Fujita, H., Hara, T., Muramatsu, C. (eds) Breast Imaging. IWDM 2014. Lecture Notes in Computer Science, vol 8539. Springer, Cham. https://doi.org/10.1007/978-3-319-07887-8_76

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  • DOI: https://doi.org/10.1007/978-3-319-07887-8_76

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-07886-1

  • Online ISBN: 978-3-319-07887-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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