Literature DB >> 23886417

On the need for comprehensive validation of deformable image registration, investigated with a novel 3-dimensional deformable dosimeter.

Titania Juang1, Shiva Das, John Adamovics, Ron Benning, Mark Oldham.   

Abstract

PURPOSE: To introduce and evaluate a novel deformable 3-dimensional (3D) dosimetry system (Presage-Def/Optical-CT) and its application toward investigating the accuracy of dose deformation in a commercial deformable image registration (DIR) package. METHODS AND MATERIALS: Presage-Def is a new dosimetry material consisting of an elastic polyurethane matrix doped with radiochromic leuco dye. Radiologic and mechanical properties were characterized using standard techniques. Dose-tracking feasibility was evaluated by comparing dose distributions between dosimeters irradiated with and without 27% lateral compression. A checkerboard plan of 5-mm square fields enabled precise measurement of true deformation using 3D dosimetry. Predicted deformation was determined from a commercial DIR algorithm.
RESULTS: Presage-Def exhibited a linear dose response with sensitivity of 0.0032 ΔOD/(Gy∙cm). Mass density is 1.02 g/cm(3), and effective atomic number is within 1.5% of water over a broad (0.03-10 MeV) energy range, indicating good water-equivalence. Elastic characteristics were close to that of liver tissue, with Young's modulus of 13.5-887 kPa over a stress range of 0.233-303 kPa, and Poisson's ratio of 0.475 (SE, 0.036). The Presage-Def/Optical-CT system successfully imaged the nondeformed and deformed dose distributions, with isotropic resolution of 1 mm. Comparison with the predicted deformed 3D dose distribution identified inaccuracies in the commercial DIR algorithm. Although external contours were accurately deformed (submillimeter accuracy), volumetric dose deformation was poor. Checkerboard field positioning and dimension errors of up to 9 and 14 mm, respectively, were identified, and the 3D DIR-deformed dose γ passing rate was only γ(3%/3 mm) = 60.0%.
CONCLUSIONS: The Presage-Def/Optical-CT system shows strong potential for comprehensive investigation of DIR algorithm accuracy. Substantial errors in a commercial DIR were found in the conditions evaluated. This work highlights the critical importance of careful validation of DIR algorithms before clinical implementation.
Copyright © 2013 Elsevier Inc. All rights reserved.

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Year:  2013        PMID: 23886417      PMCID: PMC3780772          DOI: 10.1016/j.ijrobp.2013.05.045

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN: 0360-3016            Impact factor:   7.038


  26 in total

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Authors:  M Oldham; J H Siewerdsen; A Shetty; D A Jaffray
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Journal:  Phys Med Biol       Date:  2004-07-21       Impact factor: 3.609

3.  Accuracy of finite element model-based multi-organ deformable image registration.

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Journal:  Med Phys       Date:  2005-06       Impact factor: 4.071

4.  Characterization of a new radiochromic three-dimensional dosimeter.

Authors:  P Y Guo; J A Adamovics; M Oldham
Journal:  Med Phys       Date:  2006-05       Impact factor: 4.071

5.  Initial investigation of a novel light-scattering gel phantom for evaluation of optical CT scanners for radiotherapy gel dosimetry.

Authors:  Stephen Bosi; Pourandokht Naseri; Alicia Puran; Justin Davies; Clive Baldock
Journal:  Phys Med Biol       Date:  2007-05-01       Impact factor: 3.609

6.  A comprehensive evaluation of the PRESAGE/optical-CT 3D dosimetry system.

Authors:  H S Sakhalkar; J Adamovics; G Ibbott; M Oldham
Journal:  Med Phys       Date:  2009-01       Impact factor: 4.071

7.  Objective assessment of deformable image registration in radiotherapy: a multi-institution study.

Authors:  Rojano Kashani; Martina Hub; James M Balter; Marc L Kessler; Lei Dong; Lifei Zhang; Lei Xing; Yaoqin Xie; David Hawkes; Julia A Schnabel; Jamie McClelland; Sarang Joshi; Quan Chen; Weiguo Lu
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8.  Comment on "it is not appropriate to 'deform' dose along with deformable image registration in adaptive radiotherapy" [Med. Phys. 39, 6531-6533 (2012)].

Authors:  M L Taylor; U J Yeo; T Kron; J Supple; S Siva; D Pham; R D Franich
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9.  A fast inverse consistent deformable image registration method based on symmetric optical flow computation.

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  12 in total

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Journal:  IEEE Trans Med Imaging       Date:  2014-04-01       Impact factor: 10.048

2.  Utility and validation of biomechanical deformable image registration in low-contrast images.

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Journal:  Pract Radiat Oncol       Date:  2015-03-29

3.  Patient-specific quality assurance for the delivery of (60)Co intensity modulated radiation therapy subject to a 0.35-T lateral magnetic field.

Authors:  H Harold Li; Vivian L Rodriguez; Olga L Green; Yanle Hu; Rojano Kashani; H Omar Wooten; Deshan Yang; Sasa Mutic
Journal:  Int J Radiat Oncol Biol Phys       Date:  2014-10-25       Impact factor: 7.038

4.  A Biomechanical Modeling Guided CBCT Estimation Technique.

Authors:  You Zhang; Joubin Nasehi Tehrani; Jing Wang
Journal:  IEEE Trans Med Imaging       Date:  2016-11-01       Impact factor: 10.048

5.  Validation of biomechanical deformable image registration in the abdomen, thorax, and pelvis in a commercial radiotherapy treatment planning system.

Authors:  Michael Velec; Joanne L Moseley; Stina Svensson; Björn Hårdemark; David A Jaffray; Kristy K Brock
Journal:  Med Phys       Date:  2017-06-01       Impact factor: 4.071

6.  Implementing Radiation Dose-Volume Liver Response in Biomechanical Deformable Image Registration.

Authors:  Daniel F Polan; Mary Feng; Theodore S Lawrence; Randall K Ten Haken; Kristy K Brock
Journal:  Int J Radiat Oncol Biol Phys       Date:  2017-06-27       Impact factor: 7.038

7.  Toward the development of intrafraction tumor deformation tracking using a dynamic multi-leaf collimator.

Authors:  Yuanyuan Ge; Ricky T O'Brien; Chun-Chien Shieh; Jeremy T Booth; Paul J Keall
Journal:  Med Phys       Date:  2014-06       Impact factor: 4.071

8.  3D dosimetric validation of ultrasound-guided radiotherapy with a dynamically deformable abdominal phantom.

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Journal:  Phys Med       Date:  2021-04-23       Impact factor: 2.685

9.  Validation of a dose warping algorithm using clinically realistic scenarios.

Authors:  Y G Roussakis; H Dehghani; S Green; G J Webster
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10.  Re-Irradiation of Hepatocellular Carcinoma: Clinical Applicability of Deformable Image Registration.

Authors:  Dong Soo Lee; Joong Yeol Woo; Jun Won Kim; Jinsil Seong
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