Skip to main content

WWW based service for automated interpretation of diagnostic images: The AIDI-Heart project

  • Workshop: IEEE EMBS ITIS-ITAB'99
  • Conference paper
  • First Online:
High-Performance Computing and Networking (HPCN-Europe 1999)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1593))

Included in the following conference series:

Abstract

This paper presents AIDI-Heart, a computer-based decision support tool for automated interpretation of diagnostic heart images, which is made available via the web. The tool is based on image processing techniques, artificial neural networks, and large and well validated medical databases. The performance of the tool has been evaluated in several recent papers and the results show the high potential for the tool as a clinical decision support system. The tool has now been integrated into a WWW environment for easy access and operation using your favourite web-browser. This first version of AIDI-Heart is evaluated by three hospitals, two in Denmark and one in Sweden.

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Fujita, H., Katafuchi, T., Uehara, T., Nishimura, T.: Application of artificial neural network to computer-aided diagnosis of coronary artery disease in myocardial SPECT bull's-eye images. J. Nucl. Med. 33 (1992) 272–276.

    Google Scholar 

  2. Porenta, G., Dorffner, G., Kundrat, S., Petta, P., Duit-Schedlmayer, J., Sochor, H.: Automated interpretation of planar thallium-201-dipyridamole stress-redistribution scintigrams using artificial neural networks. J. Nucl. Med. 35 (1994) 2041–2047

    Google Scholar 

  3. Hamilton, D., Riley, P.J., Miola, U.J., Amro, A.A.: A feed forward neural network for classification of bull's-eye myocardial perfusion images. Eur. J. Nucl. Med. 22 (1995) 108–115.

    Article  Google Scholar 

  4. Lindahl, D., Palmer, J., Ohlsson, M., Peterson, C., Lundin, A., Edenbrandt, L.: Automated interpretation of myocardial SPECT perfusion images using artificial neural networks. J. Nucl. Med. 38 (1997) 1870–1875.

    Google Scholar 

  5. Lindahl, D., Lanke, J., Lundin, A., Palmer, J., Edenbrandt, L.: Computer-based decision support system with improved classifications of myocardial bull's-eye scintigrams. J. Nucl. Med. 40 (1999) 1–7

    Google Scholar 

  6. Lindahl, D., Toft, J., Hesse, B., Palmer, J. Ali, S., Lundin, A., Edenbrandt, L.: Inter-institutional validation of an artificial neural network for classification of myocardial perfusion images. (submitted)

    Google Scholar 

  7. Nyboe, J., Jensen, G., Appleyard, M., Schnohr, P.: Risk factors for acute myocardial infarction in Copenhagen. I. Heriditary, educational and socioeconomic factors. Eur. Heart. J. 10 (1989) 910–916.

    Google Scholar 

  8. Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flammery, B.P.: Numerical Recipies in C, Second edition. Cambridge University Press. (1995) 521–525

    Google Scholar 

  9. Rumelhart, D.E., McClelland, J.L. eds. Parallell distributed processing. Volumes 1 & 2. Cambridge, MA: MIT Press. (1986)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Peter Sloot Marian Bubak Alfons Hoekstra Bob Hertzberger

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer-Verlag

About this paper

Cite this paper

Ohlsson, M., Järund, A., Edenbrandt, L. (1999). WWW based service for automated interpretation of diagnostic images: The AIDI-Heart project. In: Sloot, P., Bubak, M., Hoekstra, A., Hertzberger, B. (eds) High-Performance Computing and Networking. HPCN-Europe 1999. Lecture Notes in Computer Science, vol 1593. Springer, Berlin, Heidelberg . https://doi.org/10.1007/BFb0100654

Download citation

  • DOI: https://doi.org/10.1007/BFb0100654

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-65821-4

  • Online ISBN: 978-3-540-48933-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics