Literature DB >> 25223323

Clinical Assessment of 2D/3D Registration Accuracy in 4 Major Anatomic Sites Using On-Board 2D Kilovoltage Images for 6D Patient Setup.

Guang Li1, T Jonathan Yang2, Hugo Furtado3, Wolfgang Birkfellner3, Åse Ballangrud4, Simon N Powell2, James Mechalakos4.   

Abstract

To provide a comprehensive assessment of patient setup accuracy in 6 degrees of freedom (DOFs) using 2-dimensional/3-dimensional (2D/3D) image registration with on-board 2-dimensional kilovoltage (OB-2 DkV) radiographic images, we evaluated cranial, head and neck (HN), and thoracic and abdominal sites under clinical conditions. A fast 2D/3D image registration method using graphics processing unit GPU was modified for registration between OB-2 DkV and 3D simulation computed tomography (simCT) images, with 3D/3D registration as the gold standard for 6 DOF alignment. In 2D/3D registration, body roll rotation was obtained solely by matching orthogonal OB-2 DkV images with a series of digitally reconstructed radiographs (DRRs) from simCT with a small rotational increment along the gantry rotation axis. The window/level adjustments for optimal visualization of the bone in OB-2 DkV and DRRs were performed prior to registration. Ideal patient alignment at the isocenter was calculated and used as an initial registration position. In 3D/3D registration, cone-beam CT (CBCT) was aligned to simCT on bony structures using a bone density filter in 6DOF. Included in this retrospective study were 37 patients treated in 55 fractions with frameless stereotactic radiosurgery or stereotactic body radiotherapy for cranial and paraspinal cancer. A cranial phantom was used to serve as a control. In all cases, CBCT images were acquired for patient setup with subsequent OB-2 DkV verification. It was found that the accuracy of the 2D/3D registration was 0.0 ± 0.5 mm and 0.1° ± 0.4° in phantom. In patient, it is site dependent due to deformation of the anatomy: 0.2 ± 1.6 mm and -0.4° ± 1.2° on average for each dimension for the cranial site, 0.7 ± 1.6 mm and 0.3° ± 1.3° for HN, 0.7 ± 2.0 mm and -0.7° ± 1.1° for the thorax, and 1.1 ± 2.6 mm and -0.5° ± 1.9° for the abdomen. Anatomical deformation and presence of soft tissue in 2D/3D registration affect the consistency with 3D/3D registration in 6 DOF: the discrepancy increases in superior to inferior direction.
© The Author(s) 2014.

Entities:  

Keywords:  image registration; image-guided radiotherapy; patient setup; rotational correction

Mesh:

Year:  2014        PMID: 25223323      PMCID: PMC4544868          DOI: 10.1177/1533034614547454

Source DB:  PubMed          Journal:  Technol Cancer Res Treat        ISSN: 1533-0338


  25 in total

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Authors:  Guang Li; Huchen Xie; Holly Ning; Jacek Capala; Barbara C Arora; C Norman Coleman; Kevin Camphausen; Robert W Miller
Journal:  Int J Radiat Oncol Biol Phys       Date:  2005-09-01       Impact factor: 7.038

2.  Use of the BrainLAB ExacTrac X-Ray 6D system in image-guided radiotherapy.

Authors:  Jian-Yue Jin; Fang-Fang Yin; Stephen E Tenn; Paul M Medin; Timothy D Solberg
Journal:  Med Dosim       Date:  2008-04-01       Impact factor: 1.482

3.  A novel approach for establishing benchmark CBCT/CT deformable image registrations in prostate cancer radiotherapy.

Authors:  Jinkoo Kim; Sanath Kumar; Chang Liu; Hualiang Zhong; Deepak Pradhan; Mira Shah; Richard Cattaneo; Raphael Yechieli; Jared R Robbins; Mohamed A Elshaikh; Indrin J Chetty
Journal:  Phys Med Biol       Date:  2013-10-31       Impact factor: 3.609

4.  An automatic six-degree-of-freedom image registration algorithm for image-guided frameless stereotaxic radiosurgery.

Authors:  M J Murphy
Journal:  Med Phys       Date:  1997-06       Impact factor: 4.071

5.  The utility of megavoltage computed tomography images from a helical tomotherapy system for setup verification purposes.

Authors:  Lisa J Forrest; Thomas Rockwell Mackie; Ken Ruchala; Michelle Turek; Jeff Kapatoes; Hazim Jaradat; Susanta Hui; John Balog; David M Vail; Minesh P Mehta
Journal:  Int J Radiat Oncol Biol Phys       Date:  2004-12-01       Impact factor: 7.038

6.  Image-guided robotic radiosurgery

Authors: 
Journal:  Neurosurgery       Date:  1999-06       Impact factor: 4.654

7.  Automatic registration of megavoltage to kilovoltage CT images in helical tomotherapy: an evaluation of the setup verification process for the special case of a rigid head phantom.

Authors:  Sarah Boswell; Wolfgang Tomé; Robert Jeraj; Hazim Jaradat; T Rock Mackie
Journal:  Med Phys       Date:  2006-11       Impact factor: 4.071

8.  Validation for 2D/3D registration. II: The comparison of intensity- and gradient-based merit functions using a new gold standard data set.

Authors:  Christelle Gendrin; Primoz Markelj; Supriyanto Ardjo Pawiro; Jakob Spoerk; Christoph Bloch; Christoph Weber; Michael Figl; Helmar Bergmann; Wolfgang Birkfellner; Bostjan Likar; Franjo Pernus
Journal:  Med Phys       Date:  2011-03       Impact factor: 4.071

9.  Automatic registration between reference and on-board digital tomosynthesis images for positioning verification.

Authors:  Lei Ren; Devon J Godfrey; Hui Yan; Q Jackie Wu; Fang-Fang Yin
Journal:  Med Phys       Date:  2008-02       Impact factor: 4.071

10.  Validation for 2D/3D registration. I: A new gold standard data set.

Authors:  S A Pawiro; P Markelj; F Pernus; C Gendrin; M Figl; C Weber; F Kainberger; I Nöbauer-Huhmann; H Bergmeister; M Stock; D Georg; H Bergmann; W Birkfellner
Journal:  Med Phys       Date:  2011-03       Impact factor: 4.071

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  5 in total

1.  A Systematic Analysis of Errors in Target Localization and Treatment Delivery for Stereotactic Radiosurgery Using 2D/3D Image Registration.

Authors:  Hao Xu; Stephen Brown; Indrin J Chetty; Ning Wen
Journal:  Technol Cancer Res Treat       Date:  2016-08-31

2.  A Method to Recognize Anatomical Site and Image Acquisition View in X-ray Images.

Authors:  Xiao Chang; Thomas Mazur; H Harold Li; Deshan Yang
Journal:  J Digit Imaging       Date:  2017-12       Impact factor: 4.056

3.  A phantom study to evaluate three different registration platform of 3D/3D, 2D/3D, and 3D surface match with 6D alignment for precise image-guided radiotherapy.

Authors:  Hsiang-Chi Kuo; Michael M Lovelock; Guang Li; Åse Ballangrud; Brian Wolthuis; Cesar Della Biancia; Margie A Hunt; Sean L Berry
Journal:  J Appl Clin Med Phys       Date:  2020-11-12       Impact factor: 2.102

4.  How low can you go? A CBCT dose reduction study.

Authors:  Arthur J Olch; Parham Alaei
Journal:  J Appl Clin Med Phys       Date:  2021-01-15       Impact factor: 2.102

5.  Treatment accuracy without rotational setup corrections in intracranial SRT.

Authors:  Eeva Boman; Mika Kapanen; Marko Laaksomaa; Hanna Mäenpää; Simo Hyödynmaa; Pirkko-Liisa Kellokumpu-Lehtinen
Journal:  J Appl Clin Med Phys       Date:  2016-07-08       Impact factor: 2.102

  5 in total

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