Cardiac ventricle contour reconstruction in ultrasonographic images using bayesian constrained spectral method

  • Authors:
  • Tomasz Sołtysiński;Krzysztof Kałużynski;Tadeusz Pałko

  • Affiliations:
  • Institute of Precision and Biomedical Engineering, Department of Mechatronics, Warsaw University of Technology, Warsaw, Poland;Institute of Precision and Biomedical Engineering, Department of Mechatronics, Warsaw University of Technology, Warsaw, Poland;Institute of Precision and Biomedical Engineering, Department of Mechatronics, Warsaw University of Technology, Warsaw, Poland

  • Venue:
  • ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
  • Year:
  • 2006

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Abstract

We propose a novel method of active spectral segmentation of cardiac ventricle by application of Bayesian inference adapted to contour detection in speckled ultrasonographic cardiological data. We discuss the advantages and limitations of this method and describe possible further developments.