Skip to main content

Advertisement

Log in

Terahertz Imaging of Three-Dimensional Dehydrated Breast Cancer Tumors

  • Published:
Journal of Infrared, Millimeter, and Terahertz Waves Aims and scope Submit manuscript

Abstract

This work presents the application of terahertz imaging to three-dimensional formalin-fixed, paraffin-embedded human breast cancer tumors. The results demonstrate the capability of terahertz for in-depth scanning to produce cross section images without the need to slice the tumor. Samples of tumors excised from women diagnosed with infiltrating ductal carcinoma and lobular carcinoma are investigated using a pulsed terahertz time domain imaging system. A time of flight estimation is used to obtain vertical and horizontal cross section images of tumor tissues embedded in paraffin block. Strong agreement is shown comparing the terahertz images obtained by electronically scanning the tumor in-depth in comparison with histopathology images. The detection of cancer tissue inside the block is found to be accurate to depths over 1 mm. Image processing techniques are applied to provide improved contrast and automation of the obtained terahertz images. In particular, unsharp masking and edge detection methods are found to be most effective for three-dimensional block imaging.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  1. L. Jacobs, Ann. Surg. Oncol. 15, 5 (2008).

    Google Scholar 

  2. R.G. Pleijhuis, M. Graafland, J. de Vries, J. Bart, J.S. de Jong, G.M. van Dam, Ann. Surg. Oncol., 16, 10 (2009).

    Article  Google Scholar 

  3. N. Cabioglu, K.K. Hunt, A.A. Sahin, H.M. Kuerer, G.V. Babiera, S.E. Singletary, G.J. Whitman, M.I. Ross, F.C. Ames, B.W. Feig, T.A. Buchholz, F. Meric-Bernstam, Ann. Surg. Oncol. 14, 4 (2007).

    Article  Google Scholar 

  4. T.C. Bowman, M. El-Shenawee, L.K. Campbell, IEEE T. Antenn. Propag. 63, 5 (2015).

    Article  Google Scholar 

  5. A.J. Fitzgerald, S. Pinder, A.D. Purushotham, P. O’Kelly, P.C. Ashworth, V.P. Wallace, J. Biomed. Opt. 17, 1 (2012).

    Article  Google Scholar 

  6. T.C. Bowman, Experimental Terahertz Imaging and Spectroscopy for Ex-vivo Breast Cancer Tissue, University of Arkansas (2014).

  7. P.C. Ashworth, E. Pickwell-MacPherson, E. Provenzano, S.E. Pinder, A.D. Purushotham, M. Pepper, V.P. Wallace, Opt. Express 17, 15 (2009).

    Article  Google Scholar 

  8. T. Bowman, M. El-Shenawee, L.K. Campbell, Proc. SPIE 9706, (2016) doi:10.1117/12.2211167.

  9. T.C. Bowman, Y. Wu, A. Walter, J. Gauch, M. El-Shenawee, L.K. Campbell, 40th Int. Conf. IRMMW-THz (2015) doi:10.1109/IRMMW-THz.2015.7327416.

    Google Scholar 

  10. S. Fan, Y. He, B.S. Ung, E. Pickwell-MacPherson, J. Phys. D Appl. Phys. 47, 37 (2014).

    Google Scholar 

  11. P.U. Jepsen, D.G. Cooke, M. Koch, Laser Photonics Rev. 5, 1 (2011).

    Article  Google Scholar 

  12. S. Sy, S. Huang, Y.-X.J. Wang, J. Yu, A.T. Ahuja, Y.-T. Zhang, E. Pickwell-MacPherson, Phys. Med. Biol. 55, 24 (2010).

    Article  Google Scholar 

  13. Y. Miura, A. Kamataki, M. Uzuki, T. Sasaki, J. Nishizawa, T. Sawai, Tohoku J. Exp. Med. 223 (2011).

  14. M.H. Arbab, D.P. Winebrenner, T.C. Dickey, A. Chen, M.B. Klein, P.D. Mourad, J. Biomed. Opt. 18, 7 (2013).

    Article  Google Scholar 

  15. C. Yu, S. Fan, Y. Sun, E. Pickwell-Macpherson, Quant. Imaging Med. Surg. 2, 1 (2012).

    Google Scholar 

  16. P.Y. Han, G.C. Cho, X.C. Zhang, Opt. Lett. 25, 4 (2000).

    Article  Google Scholar 

  17. P. Knobloch, C. Schildknecht, T. Kleine-Ostmann, M. Koch, S. Hofmann, E. Rehberg, M. Sperling, K. Donhuijsen, G. Hein, K. Pierz, Phys. Med. Biol. 47, 21 (2002).

    Article  Google Scholar 

  18. Z.D. Taylor, R.S. Singh, D.B. Bennett, P. Tewari, C.P. Kealey, N. Bajwa, M.O. Culjat, J. Hubschman, E.R. Brown, W.S. Grundfest, IEEE T. Terahertz Sci. Technol. 1, 1 (2011).

    Article  Google Scholar 

  19. G.J. Wilmink, J.E. Grundt, J. Infrared Millim. Te. 32, 10 (2011).

    Article  Google Scholar 

  20. P. Doradla, K. Alavi, C. Joseph, R. Giles, J. Biomed. Opt. 18, 9 (2014).

    Google Scholar 

  21. S.J. Oh, S.-H. Kim, Y.B. Ji, K. Jeong, Y. Park, J. Yang, D.W. Park, S.K. Noh, S.-G. Kang, Y.-M. Huh, J.-H. Son, J.-S. Suh, Biomed. Opt. Express 5, 8 (2014).

    Google Scholar 

  22. C.S. Joseph, A.N. Yaroslavsky, V.A. Neel, T.M. Goyette, R.H. Giles, Laser. Surg. Med. 43, 6 (2011).

    Article  Google Scholar 

  23. R.C. Gonzalez, R.E. Woods, Digital Image Processing, 3rd edn. (Pearson Prentice Hall, NJ, 2008), pp. 120–144, 689–794.

  24. W. K. Pratt, Digital Image Processing, 4th edn. (John Wiley & Sons, NJ, 2007), pp. 288–291.

    Book  Google Scholar 

  25. J.F. Canny, IEEE T. Pattern Anal. 8, 6 (1986).

    Google Scholar 

  26. Y. Wu, T. Bowman, J. Gauch, M. El-Shenawee, Proc. SPIE 9706 (2016) doi:10.1117/12.2209706.

  27. MeVisLab official website. (2015). Available: http://www.mevislab.de/

  28. Detect Edges with Canny Edge Detection Filter (ITK, 2015) http://itk.org/ITKExamples/src/Filtering/ImageFeature/DetectEdgesWithCannyFilter/Documentation.html (accessed 26 August 2016).

  29. T. Bowman, M. El-Shenawee, S.G. Sharma, IEEE MTT-S (2014) doi:10.1109/MWSYM.2014.6848538.

    Google Scholar 

  30. M. Naftaly, Terahertz Metrology, 1st edn. (Artech House, MA, 2015).

    Google Scholar 

Download references

Acknowledgments

The authors would like to thank the pathology staff at the Northwest Arkansas Pathology Associates, P.A., for providing histopathology services for the tissue used in this work. This work was funded by NSF-MRI no. 1228958 and NSF awards no. 1408007 and no. DGE-1450079, and the University of Arkansas Distinguished Doctoral Fellowship program.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tyler Bowman.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bowman, T., Wu, Y., Gauch, J. et al. Terahertz Imaging of Three-Dimensional Dehydrated Breast Cancer Tumors. J Infrared Milli Terahz Waves 38, 766–786 (2017). https://doi.org/10.1007/s10762-017-0377-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10762-017-0377-y

Keywords

Navigation