Skip to main content

Noise Estimation and Measures for Detection of Clustered Microcalcifications

  • Conference paper
  • First Online:
  • 890 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1613))

Abstract

Image transforms used to preprocess mammogram images and highly selective microcalcification feature extraction are analyzed in this paper. It is demonstrated that the results obtained by the proposed method (especially at high true positive rates) exceed the specificity levels of other measures for which FROC analysis is provided using the same public (Nijmegen) database.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Karssemeijer, N. and van Erning, L.J.Th.O.: Iso-precision scaling of digitized mammograms to facilitate image analysis. Medical Imaging, Proc. SPIE-91: Image Processing, (1991) 166–177

    Google Scholar 

  2. Karssemeijer, N.: Adaptive noise equalization and recognition of microcalcification clusters in mammograms. Int. Journal of Patt. Recognition and Artificial Intelligence 7/6 (1993) 1357–1376

    Article  Google Scholar 

  3. Kék, L., Liszka, Gy., Petrányi, Á., Zarándy, Á., Bölöni, L.: Mammográfiás szűrőállomásokhoz telepített analogikai munkahely adatkezelése (in Hungarian). Magyar Onkológia 42 (1998) 109–120

    Google Scholar 

  4. Zarándy, Á., Keresztes, P. Roska T. and Szolgay, P.: CASTLE: an emulated digital CNN architecture; design issues, new results. in Proc. 5th International Conference on Electronics, Circuits and Systems, ICECS-98 (1998) 199–202

    Google Scholar 

  5. Chua, L.O.: CNN-a vision of complexity. Int. Journal of Bifurcation and Chaos 7 (1997) 2219–2425

    Article  MATH  MathSciNet  Google Scholar 

  6. Russ, J.C.: The Image Processing Handbook. CRC Press (1995)

    Google Scholar 

  7. Chakraborty, D.P. and Winter, L.H.L.: Free response methodology: alternate analysis and a new observer-performance experiment. Radiology 174 (1990) 873–881

    Google Scholar 

  8. Chapman, S. and Nakielny, R.: Aids to Radiological Differential Diagnosis. 3rd edition, W.B. Sanders Co. Ltd. (1995) p.350

    Google Scholar 

  9. Meersman, D., Scheunders, P. and VanDyck, D.: Detection of microcalcifications using neural networks. in Proc. Int Workshop on Dig. Mammography (1998)

    Google Scholar 

  10. Strickland, R.N. and Hahn, H.I.: Wavelet transforms for detecting microcalcifications in mammograms. IEEE Trans. on Medical Imaging 15/2 (1996) 218–229

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Csapodi, M., Petrányi, Á., Liszka, G., Zarándy, Á., Roska, T. (1999). Noise Estimation and Measures for Detection of Clustered Microcalcifications. In: Kuba, A., Šáamal, M., Todd-Pokropek, A. (eds) Information Processing in Medical Imaging. IPMI 1999. Lecture Notes in Computer Science, vol 1613. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48714-X_38

Download citation

  • DOI: https://doi.org/10.1007/3-540-48714-X_38

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66167-2

  • Online ISBN: 978-3-540-48714-2

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics