Abstract
Digital breast tomosynthesis is becoming a clinically attractive modality based on its potential to combine the high resolution and high contrast images, and affordability of digital mammography, with the advantages of 3D image acquisition. In order to facilitate comparison of tomosynthesis images with previous mammographic exams of the same women, there is a need for a method of registering a mammogram with a tomosynthetic image of the same breast; this is the focus of this paper. We have chosen to approach this multimodality registration problem, starting from the simpler problem of registering a mammogram and the central tomosynthesis source image. Such a registration pair represents the most similar breast images obtained from different clinical modalities. In this study of 15 pairs of mammograms and central tomosynthesis projections of the same breast, on average we were able to compensate 94 percent of the per-pixel intensity differences that existed between the two images before the registration.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Niklason, L.T., Christian, B.T., Niklason, L.E., Kopans, D.B., et al.: Digital Tomosynthesis in Breast Imaging. Radiology 205, 399–406 (1997)
Maidment, A.D.A., Albert, M., Conant, E.F.: Three-dimensional Imaging of Breast Calcifications. In: Proc. SPIE, vol. 3240, pp. 200–208 (1998)
Carton, A.-K., Li, J., Albert, M., Chen, S., Maidment, A.D.A.: Quantification for Contrast-enhanced Digital Breast Tomosynthesis. In: Proc. SPIE, vol. 6142 (2006)
Richard, F.J.P., Cohen, L.: Non-rigid Image Registration with Free Boundary Constraints: Application to Mammography. Comp. Vis. Image Understanding 89, 166–196 (2003)
Richard, F.J.P., Bakic, P.R., Maidment, A.D.A.: Mammogram Registration: a Phantom-Based Evaluation of Mammographic Compression Effects. IEEE Trans. Med. Imag. 25, 188–197 (2006)
Bakic, P.R., Albert, M., Brzakovic, D., Maidment, A.D.A.: Mammogram synthesis using a 3D simulation. I. Breast tissue model and image acquisition simulation. Med. Phys. 29, 2131–2139 (2002)
Kita, Y., Tohno, E., Highnam, R., Brady, M.: A CAD system for the 3D locations in mammograms. Med. Image Anal. 6, 267–273 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bakic, P.R., Richard, F.J.P., Maidment, A.D.A. (2006). Registration of Mammograms and Breast Tomosynthesis Images. In: Astley, S.M., Brady, M., Rose, C., Zwiggelaar, R. (eds) Digital Mammography. IWDM 2006. Lecture Notes in Computer Science, vol 4046. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11783237_67
Download citation
DOI: https://doi.org/10.1007/11783237_67
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-35625-7
Online ISBN: 978-3-540-35627-1
eBook Packages: Computer ScienceComputer Science (R0)