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Quantification and Characterization of Pulmonary Emphysema in Multislice-CT

A Fully Automated Approach

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Medical Data Analysis (ISMDA 2003)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2868))

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Abstract

The new technology of the Multislice-CT provides volume data sets with approximately isotropic resolution, which permits a non invasive measurement of diffuse lung diseases like emphysema in the 3D space. The aim of our project is the development of a full automatic 3D CAD (Computer Aided Diagnosis) software tool for detection, quantification and characterization of emphysema in a thoracic CT data set. It should supply independently an analysis of an image data set to support the physician in clinical daily routine. In this paper we describe the developed 3D algorithms for the segmentation of the tracheo-bronchial tree, the lungs and the emphysema regions. We present different emphysema describing indices.

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References

  1. Blechschmidt, R.A., Werthschützky, R., Lörcher, U.: Automated CT Image Evaluation of the Lung: A Morphology-Based Concept. IEEE Transactions on medical imaging 20(5) (May 2001)

    Google Scholar 

  2. Bittner, R.C., Roßdeutscher, R.: Leitfaden Radiologie. Gustav Fischer Verlag (1996)

    Google Scholar 

  3. Chabat, F., Hu, X.-P., Hansell, D.M., Yang, G.-Z.: ERS Transform for the Automated Detection of Bronchial Abnormalities on CT of the Lungs. IEEE Transactions on Medical Imaging 20(9) (September 2001)

    Google Scholar 

  4. Kitaoka, H., Park, Y., Tschirren, J., Reinhardt, J., Sonka, M., McLennan, G., Hoffmann, E.A.: Automated Nomenclature Labeling of the Bronchial Tree in 3D-CT Lung Images. In: Dohi, T., Kikinis, R. (eds.) MICCAI 2002. LNCS, vol. 2489, pp. 1–11. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  5. Kalender, W.A., Rienmueller, R., Seissler, W., Behr, J., Welke, M., Fichte, H.: Measurement of pulmonary parenchymal attenuation: use of spirometric gating with quantitative CT. Radiology 175(1), 265–268 (1990)

    Google Scholar 

  6. Morgenthaler, D.G.: Three-Dimensional Simple Points: Serial Erosion. In: Parallel Thinning and Skeletonization. TR-1005, Computer Vision Laboratory, University of Maryland (1981)

    Google Scholar 

  7. Mayer, D., Ley, S., Brook, B.S., Thust, S., Heussel, C.P., Kauczor, H.-U.: 3DSegmentierung des menschlichen Trachiobronchialbaums aus CT-Bilddaten. In: Bildverarbeitung für die Medizin 2003, pp. 333–337. Springer, Heidelberg (2003)

    Google Scholar 

  8. Palagyi, K., Sorantin, E., Balogh, E., Kuba, A., Halmai, C., Erdöhelyi, B., Hausegger, K.: A Sequential 3D Thinning Algorithm and its Medical Applications. In: Insana, M.F., Leahy, R.M. (eds.) IPMI 2001. LNCS, vol. 2082, pp. 409–415. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  9. Pelillo, M., Siddiqi, K., Zucker, S.W.: Matching Hierarchical Structures Using Association Graphs. IEEE Transactions on Pattern Analysis and Machine Intelligence 21(11) (November 1999)

    Google Scholar 

  10. Soille, P.: Morphologische Bildverarbeitung. Springer, Heidelberg (1998)

    Google Scholar 

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© 2003 Springer-Verlag Berlin Heidelberg

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Weinheimer, O., Achenbach, T., Buschsiewke, C., Heussel, C.P., Uthmann, T., Kauczor, HU. (2003). Quantification and Characterization of Pulmonary Emphysema in Multislice-CT. In: Perner, P., Brause, R., Holzhütter, HG. (eds) Medical Data Analysis. ISMDA 2003. Lecture Notes in Computer Science, vol 2868. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39619-2_10

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  • DOI: https://doi.org/10.1007/978-3-540-39619-2_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20282-0

  • Online ISBN: 978-3-540-39619-2

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