Skip to main content

Volumetric Measurement of Heart Using PA and Lateral View of Chest Radiograph

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3285))

Abstract

Heart size is of fundamental importance in diagnosis and radiography is a reliable method of estimating size. Volume of the heart is computed by cardiac measurements in postero-anterior (PA) and lateral view of chest radiograph Determination of heart size is a major factor in the clinical evaluation of the healthy or failing heart. In this paper, we describe an automatic method for computing the approximate volume of the heart based on cardiac rectangle. The cardiac rectangle varies in size depending on the heart size. The chief measurement is made on the PA view. The measurement is also made in true lateral view. The first step in computer processing was to extract size, contour and shape of the heart from the standard PA and lateral chest radiograph using fuzzy c-means. An algorithm that constructs a cardiac rectangle around the heart is developed. The extent of rectangle is found from features present in horizontal and vertical profiles of the chest X ray. Once cardiac outline is obtained it is straightforward to obtain measurements characterizing the shape of the heart. Volume of the heart is computed from various features obtained from pa and lateral chest radiograph. The measurements have proved of most value in estimating alteration in size of the heart shadow due to physiological or toxic causes.

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. Hinshaw, Murray: Diseases of the chest. Prentice Hall, Englewood Cliffs (1985)

    Google Scholar 

  2. Sonka, M., Fitzpatrick, J.M. (eds.): Hand book of medical imaging, SPIE, vol. II (2000)

    Google Scholar 

  3. Harlow, C.A.: On radiographics image analysis. In: Rosenfield, A. (ed.) Digital picture processing (1991)

    Google Scholar 

  4. Abe, K., Dei, K., MacMahon, H., et al.: Analysis of results in large clinical series of computer aided diagnosis in chest radiology. In: Proc.of Int. Symp. on Compute Assisted Radiology, pp. 600–605 (1993)

    Google Scholar 

  5. Yue, Z., Goshtaby, A.: Automatic Detection of Rib Borders in chest Radiographs. IEEE Transaction on Medical Imaging 14(3), 525–536 (1995)

    Article  Google Scholar 

  6. Xu, X.W., Doi, K.: Image feature analysis for computer-aided diagnosis: Accurate determination of ribcage boundary in chest radiographs. Med. Phys. 22(5), 617–626 (1995)

    Article  Google Scholar 

  7. Cannon, R.L., dave, J., Bezdek, J.C.: Efficient implementation of the fuzzy c-means clustering algorithm. IEEE Trans on pattern Analysis and machine intelligence 8, 248–255 (1986)

    Article  MATH  Google Scholar 

  8. Benzek, J.C., Pal, S.K.: Fuzzy models for pattern recognition. IEEE press, New York (1992)

    Google Scholar 

  9. Bak-Jensen, B., Bak-Jensen, J., Mikkelsen, S.D., Sorensen, J.T.: Curve-fitting method for transfer function determination. In: 9th IEEE Conference on Instrumentation and Measurement Technology, pp. 71–74 (1992)

    Google Scholar 

  10. Miller, E.K.: Smart curve fitting. Potentials 21(1), 20–23 (2002)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mehta, I.C., Khan, Z.J., Khotpal, R.R. (2004). Volumetric Measurement of Heart Using PA and Lateral View of Chest Radiograph. In: Manandhar, S., Austin, J., Desai, U., Oyanagi, Y., Talukder, A.K. (eds) Applied Computing. AACC 2004. Lecture Notes in Computer Science, vol 3285. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30176-9_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-30176-9_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23659-7

  • Online ISBN: 978-3-540-30176-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics