Temporal tracking of 3D coronary arteries in projection angiograms

Guy Shechter, Frédéric Devernay, Eve Coste-Manière, Elliot R. McVeigh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A method for 3D temporal tracking of a 3D coronary tree model through a sequence of biplane cineangiography images has been developed. A registration framework is formulated in which the coronary tree centerline model deforms in an external potential field defined by a multiscale analysis response map computed from the angiogram images. To constrain the procedure and to improve convergence, a set of three motion models is hierarchically used: a 3D rigid-body transformation, a 3D affine transformation, and a 3D B-spline deformation field. This 3D motion tracking approach has significant advantages over 2D methods: (1) coherent deformation of a single 3D coronary reconstruction preserves the topology of the arterial tree; (2) constraints on arterial length and regularity, which lack meaning in 2D projection space, are directly applicable in 3D; and (3) tracking arterial segments through occlusions and crossings in the projection images is simplified with knowledge of the 3D relationship of the arteries. The method has been applied to patient data and results are presented.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsM. Sonka, J. Michael Fitzpatrick
Pages612-623
Number of pages12
Volume4684 I
DOIs
Publication statusPublished - 2002
EventMedical Imaging 2002: Image Processing - San Diego, CA, United States
Duration: Feb 24 2002Feb 28 2002

Other

OtherMedical Imaging 2002: Image Processing
CountryUnited States
CitySan Diego, CA
Period2/24/022/28/02

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Keywords

  • 3D
  • Coronary Arteries
  • Motion Tracking
  • Registration
  • X-ray Angiography

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Shechter, G., Devernay, F., Coste-Manière, E., & McVeigh, E. R. (2002). Temporal tracking of 3D coronary arteries in projection angiograms. In M. Sonka, & J. Michael Fitzpatrick (Eds.), Proceedings of SPIE - The International Society for Optical Engineering (Vol. 4684 I, pp. 612-623) https://doi.org/10.1117/12.467204