A piecewise function-to-structure registration algorithm for image guided cardiac catheter ablation

Yi Su, David R. Holmes, Maryam E. Rettmann, Richard A. Robb

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

7 Scopus citations

Abstract

An extensive simulation study was performed to examine different point-to-surface registration techniques for intraoperative registration of preoperative patient data to points collected with electrophysiologic anatomy mapping systems. Three point-to-surface registration methods were evaluated using simulated points sampled from a preoperative heart model. Downhill Simplex (DS) based method outperformed the Iterative Closest Point (ICP) method and a chamfer transform based method. One hundred simulations were performed under a variety of noise and sampling conditions. Less than four pixels root mean squared distance (RMSD) error was observed when there was a 2-pixel standard deviation Gaussian noise in the point cloud coordinates. This registration error was mainly due to the added noise in the sampled points. A near optimal registration can be achieved when 50 or more points randomly sampled on the surface are used as point samples. Reasonable registration can be achieved when 25 points are used. A motion-compensating approach to registration was evaluated in order to account for the different transformation that each anatomical structure may undergo during the procedure due to respiratory motion and other factors. A piecewise registration method, which registers different anatomical structure independently, was evaluated, and favorable results were obtained as compared to a global registration approach. Further validation is in progress to evaluate the piecewise registration using realistic dynamic phantoms and in vivo animal studies.

Original languageEnglish (US)
Title of host publicationMedical Imaging 2006
Subtitle of host publicationVisualization, Image-Guided Procedures, and Display
DOIs
StatePublished - Jun 30 2006
EventMedical Imaging 2006: Visualization, Image-Guided Procedures, and Display - San Diego, CA, United States
Duration: Feb 12 2006Feb 14 2006

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume6141
ISSN (Print)1605-7422

Other

OtherMedical Imaging 2006: Visualization, Image-Guided Procedures, and Display
CountryUnited States
CitySan Diego, CA
Period2/12/062/14/06

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Keywords

  • Cardiac Ablation
  • Function-to-Structure mapping
  • Image Registration

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Biomaterials
  • Atomic and Molecular Physics, and Optics
  • Radiology Nuclear Medicine and imaging

Cite this

Su, Y., Holmes, D. R., Rettmann, M. E., & Robb, R. A. (2006). A piecewise function-to-structure registration algorithm for image guided cardiac catheter ablation. In Medical Imaging 2006: Visualization, Image-Guided Procedures, and Display [614117] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 6141). https://doi.org/10.1117/12.652608