Texture-Based Tissue Characterization for High-resolution CT Scans of Coronary Arteries

نویسندگان

  • Manos Papadakis
  • Bernhard G. Bodmann
  • Simon K. Alexander
  • Deborah Vela
  • Shikha Baid
  • Alex A. Gittens
  • Donald J. Kouri
  • S. David Gertz
  • Saurabh Jain
  • Juan R. Romero
  • Xiao Li
  • Paul Cherukuri
  • Dianna D. Cody
  • Gregory W. Gladish
  • Ibrahim Aboshady
  • Jodie L. Conyers
  • Ward Casscells
چکیده

We analyze localized textural consistencies in high-resolution X-ray CT scans of coronary arteries to identify the appearance of diagnostically relevant changes in tissue. For the efficient and accurate processing of CT volume data, we use fast wavelet algorithms associated with three-dimensional isotropic multiresolution wavelets that implement a redundant, frame-based image encoding without directional preference. Our algorithm identifies textural consistencies by correlating coefficients in the wavelet representation.

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تاریخ انتشار 2008