[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to main content

Detection of Cerebral Aneurysm by Performing Thresholding-Spatial Filtering-Thresholding Operations on Digital Subtraction Angiogram

  • Conference paper
Advances in Computing and Information Technology

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 177))

Abstract

Cerebral aneurysm (CA) has been emerging as one of the life threatening diseases which have developed a deep concern amongst the neurologists in recent years. To be specific, it shows devastating characteristic due to the formation of abnormal bulging of artery in human brain followed by its rupture. Therefore detection of this abnormality prior to the rupture becomes inevitably essential to save our lives to a great extent. This paper throws enough light in detecting cerebral aneurysm of various sizes by combining the operations of spatial filtering and thresholding in an elegant way. A number of Digital Subtraction Angiogram (DSA) images, affected by cerebral aneurysm of various magnitudes, have been taken into consideration in this connection. Finally, the affected area has been marked with red colour to make it more prominent than the other parts of the image.

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

Access this chapter

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
GBP 19.95
Price includes VAT (United Kingdom)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
GBP 199.50
Price includes VAT (United Kingdom)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
GBP 249.99
Price includes VAT (United Kingdom)
  • 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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Gasparotti, R., Liserre, R.: Intracranial Aenurysms. European Radiology 15, 441–447 (2005)

    Article  Google Scholar 

  2. Wijdicks, E.F., Kallmes, D.F., Manno, E.M., et al.: Subarachnoid hemorrhage: neurointensive care and aneurysm repair. Mayo Clin. Proc. 80, 550–559 (2005)

    Article  Google Scholar 

  3. Strother, C.M., et al.: Parametric Color Coding for Digital Subtraction Angiography. American Journal of Neuroradiology 31, 919–924 (2010)

    Article  Google Scholar 

  4. Hunt, W.E., Hess, R.M.: Surgical Risk as Related to Time of Intervention in the Repair of Intracranial Aneurysms. Journal of Neurosurgery 28(1), 14–20 (1968)

    Article  Google Scholar 

  5. Wang, Y., Courbebaisse, G., Zhu, Y.M.: Segmentation of Giant Cerebral Aneurysms using a Multilevel Object Detection Scheme Based on Lattice Boltzmann Method. In: Proc. IEEE International Conference on Signal Processing, Xi’an, China, September 14-16 (2011)

    Google Scholar 

  6. Zakaria, H., Kurniawan, A., Mengko, T.L.R., Santoso, O.S.: Detection of Cerebral Aneurysms by Using Time Based Parametric Color Coded of Cerebral Angiogram. In: Proc. International Conference on Electrical Engineering and Informatics, Bandung, Indonesia, July 17-19 (2011)

    Google Scholar 

  7. Sezgin, M., Sankur, B.: Survey over image thresholding techniques and quantitative performance evaluation. Journal of Electronic Imaging 13(1), 146–165 (2004)

    Article  Google Scholar 

  8. Gonzalez, R.C., Woods, R.E.: Digital Image Processing, 2nd edn., pp. 595–611. Pearson Education, ISBN 81-7808-629-8

    Google Scholar 

  9. McAndrew, A.: An Introduction to Digital Image Processing with MATLAB Notes for SCM 2511 Image Processing, pp. 1–264. School of Computer Science and Mathematics, Victoria University of Technology

    Google Scholar 

  10. Pratt, W.K.: Digital Image Processing, 3rd edn. Wiley (2001)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jubin Mitra .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mitra, J., Chandra, A. (2013). Detection of Cerebral Aneurysm by Performing Thresholding-Spatial Filtering-Thresholding Operations on Digital Subtraction Angiogram. In: Meghanathan, N., Nagamalai, D., Chaki, N. (eds) Advances in Computing and Information Technology. Advances in Intelligent Systems and Computing, vol 177. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31552-7_93

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-31552-7_93

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31551-0

  • Online ISBN: 978-3-642-31552-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics