Brachytherapy seed reconstruction with joint-encoded C-arm single-axis rotation and motion compensation

Ehsan Dehghan, Ameet K. Jain, Mehdi Moradi, Xu Wen, W. James Morris, Septimiu E. Salcudean, Gabor Fichtinger

Research output: Contribution to journalArticle

Abstract

C-arm fluoroscopy images are frequently used for qualitative assessment of prostate brachytherapy. Three-dimensional seed reconstruction from C-arm images is necessary for intraoperative dosimetry and quantitative assessment. Seed reconstruction requires accurately known C-arm poses. We propose to measure the C-arm rotation angles and computationally compensate for inevitable C-arm motion to compute the pose. We compensate the translational motions of a C-arm, such as oscillation, sagging and wheel motion using a three-level optimization algorithm and obviate the need for full pose tracking using external trackers or fiducials. We validated our approach on simulated and 100 clinical data sets from 10 patients and gained on average, a seed matching rate of 98.5%, projection error of 0.33 mm (STD = 0.21 mm) and computation time of 19.8. s per patient, which must be considered as clinically excellent results. We also show that without motion compensation the reconstruction is likely to fail.

Original languageEnglish (US)
Pages (from-to)760-771
Number of pages12
JournalMedical Image Analysis
Volume15
Issue number5
DOIs
StatePublished - Oct 2011
Externally publishedYes

Keywords

  • Brachytherapy
  • C-arm
  • Motion compensation
  • Prostate cancer
  • Seed reconstruction

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition
  • Radiology Nuclear Medicine and imaging
  • Health Informatics
  • Radiological and Ultrasound Technology

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  • Cite this

    Dehghan, E., Jain, A. K., Moradi, M., Wen, X., James Morris, W., Salcudean, S. E., & Fichtinger, G. (2011). Brachytherapy seed reconstruction with joint-encoded C-arm single-axis rotation and motion compensation. Medical Image Analysis, 15(5), 760-771. https://doi.org/10.1016/j.media.2011.05.017