Literature DB >> 30242570

Comparison between manual and automatic image registration in image-guided radiation therapy using megavoltage cone-beam computed tomography with an imaging beam line for prostate cancer.

Takashi Hashido1, Shinya Nakasone2, Mari Fukao2, Seiichi Ota2, Shinichi Inoue2.   

Abstract

This study aimed to compare and assess the compatibility of the bone-structure-based manual and maximization of mutual information (MMI)-algorithm-based automatic image registration using megavoltage cone-beam computed tomography (MV-CBCT) images acquired with an imaging beam line. A total of 1163 MV-CBCT images from 30 prostate cancer patients were retrospectively analyzed. The differences between setup errors in three directions (left-right, LR; superior-inferior, SI; anterior-posterior, AP) of both registration methods were investigated. Pearson's correlation coefficients (r) and Bland-Altman agreements were evaluated. Agreements were defined by a bias close to zero and 95% limits of agreement (LoA) less than ± 3 mm. The cumulative frequencies of the absolute differences between the two registration methods were calculated to assess the distributions of the setup error differences. There were significant differences (p < 0.001) in the setup errors between both registration methods. There were moderate (SI, r = 0.45) and strong positive correlation coefficients (LR, r = 0.74; AP, r = 0.72), whereas the 95% LoA (bias ± 1.96 × standard deviation of the setup error differences) were - 1.61 ± 4.29 mm (LR), - 0.41 ± 5.45 mm (SI), and 0.67 ± 4.29 mm (AP), revealing no agreements in all directions. The cumulative frequencies (%) of the cases with absolute setup error differences within 3 mm in each direction were 80.83% (LR), 81.86% (SI), and 90.71% (AP), with all directions having large proportions of > 3-mm differences. The MMI-algorithm-based automatic registration is not compatible with the bone-structure-based manual registration and should not be used alone for prostate cancer.

Entities:  

Keywords:  Cone-beam computed tomography; Image registration; Image-guided radiation therapy; Imaging beam line; Maximization of mutual information; Setup error

Mesh:

Year:  2018        PMID: 30242570     DOI: 10.1007/s12194-018-0476-z

Source DB:  PubMed          Journal:  Radiol Phys Technol        ISSN: 1865-0333


  28 in total

1.  Fiducial-based quantification of prostate tilt using cone beam computer tomography (CBCT).

Authors:  Judit Boda-Heggemann; Frederick Köhler; Hansjörg Wertz; Grit Welzel; Nadja Riesenacker; Jörg Schäfer; Frank Lohr; Frederik Wenz
Journal:  Radiother Oncol       Date:  2007-11-01       Impact factor: 6.280

2.  Low dose megavoltage cone beam computed tomography with an unflattened 4 MV beam from a carbon target.

Authors:  Bruce A Faddegon; Vincent Wu; Jean Pouliot; Bijumon Gangadharan; Ali Bani-Hashemi
Journal:  Med Phys       Date:  2008-12       Impact factor: 4.071

3.  Multimodality image registration by maximization of mutual information.

Authors:  F Maes; A Collignon; D Vandermeulen; G Marchal; P Suetens
Journal:  IEEE Trans Med Imaging       Date:  1997-04       Impact factor: 10.048

4.  Inter- and intrafraction uncertainty in prostate bed image-guided radiotherapy.

Authors:  Kitty Huang; David A Palma; Danielle Scott; Danielle McGregor; Stewart Gaede; Slav Yartsev; Glenn Bauman; Alexander V Louie; George Rodrigues
Journal:  Int J Radiat Oncol Biol Phys       Date:  2012-02-28       Impact factor: 7.038

5.  Statistical methods for assessing agreement between two methods of clinical measurement.

Authors:  J M Bland; D G Altman
Journal:  Lancet       Date:  1986-02-08       Impact factor: 79.321

6.  Low-dose megavoltage cone-beam CT for radiation therapy.

Authors:  Jean Pouliot; Ali Bani-Hashemi; Josephine Chen; Michelle Svatos; Farhad Ghelmansarai; Matthias Mitschke; Michele Aubin; Ping Xia; Olivier Morin; Kara Bucci; Mack Roach; Paco Hernandez; Zirao Zheng; Dimitre Hristov; Lynn Verhey
Journal:  Int J Radiat Oncol Biol Phys       Date:  2005-02-01       Impact factor: 7.038

7.  Interfractional prostate shifts: review of 1870 computed tomography (CT) scans obtained during image-guided radiotherapy using CT-on-rails for the treatment of prostate cancer.

Authors:  James R Wong; Zhanrong Gao; Minoru Uematsu; Scott Merrick; Nolan P Machernis; Timothy Chen; Chee Wai Cheng
Journal:  Int J Radiat Oncol Biol Phys       Date:  2008-09-09       Impact factor: 7.038

Review 8.  Megavoltage cone-beam CT: system description and clinical applications.

Authors:  Olivier Morin; Amy Gillis; Josephine Chen; Michèle Aubin; M Kara Bucci; Mack Roach; Jean Pouliot
Journal:  Med Dosim       Date:  2006       Impact factor: 1.482

9.  Image quality & dosimetric property of an investigational imaging beam line MV-CBCT.

Authors:  Chris Beltran; Renin Lukose; Bijumon Gangadharan; Ali Bani-Hashemi; Bruce A Faddegon
Journal:  J Appl Clin Med Phys       Date:  2009-06-17       Impact factor: 2.102

10.  Comparison of automatic image registration uncertainty for three IGRT systems using a male pelvis phantom.

Authors:  Jeffrey Barber; Jonathan R Sykes; Lois Holloway; David I Thwaites
Journal:  J Appl Clin Med Phys       Date:  2016-09-08       Impact factor: 2.102

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  2 in total

1.  Comparative evaluation of image registration methods with different interest regions in lung cancer radiotherapy.

Authors:  Xiaohui Cao; Ming Liu; Fushan Zhai; Nan Li; Feng Li; Chaoen Bao; Yinliang Liu; Gang Chen
Journal:  BMC Med Imaging       Date:  2019-12-26       Impact factor: 1.930

2.  Evaluation of the XVI dual registration tool for image-guided radiotherapy in prostate cancer.

Authors:  Filipa Sousa; Younes Jourani; Robbe Van den Begin; François-Xavier Otte; Sara Ridai; Maxime Desle; Angela Ferreira; Radia Ahmimed; Moniek C M van Klink-de Goeij; Dirk Van Gestel
Journal:  Tech Innov Patient Support Radiat Oncol       Date:  2021-04-20
  2 in total

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