Deforming to Best Practice: Key considerations for deformable image registration in radiotherapy.
Journal
Journal of medical radiation sciences
ISSN: 2051-3909
Titre abrégé: J Med Radiat Sci
Pays: United States
ID NLM: 101620352
Informations de publication
Date de publication:
Dec 2020
Dec 2020
Historique:
received:
08
01
2020
revised:
15
05
2020
accepted:
12
06
2020
pubmed:
3
8
2020
medline:
9
10
2021
entrez:
3
8
2020
Statut:
ppublish
Résumé
Image registration is a process that underlies many new techniques in radiation oncology - from multimodal imaging and contour propagation in treatment planning to dose accumulation throughout treatment. Deformable image registration (DIR) is a subset of image registration subject to high levels of complexity in process and validation. A need for local guidance to assist in high-quality utilisation and best practice was identified within the Australian community, leading to collaborative activity and workshops. This report communicates the current limitations and best practice advice from early adopters to help guide those implementing DIR in the clinic at this early stage. They are based on the state of image registration applications in radiotherapy in Australia and New Zealand (ANZ), and consensus discussions made at the 'Deforming to Best Practice' workshops in 2018. The current status of clinical application use cases is presented, including multimodal imaging, automatic segmentation, adaptive radiotherapy, retreatment, dose accumulation and response assessment, along with uptake, accuracy and limitations. Key areas of concern and preliminary suggestions for commissioning, quality assurance, education and training, and the use of automation are also reported. Many questions remain, and the radiotherapy community will benefit from continued research in this area. However, DIR is available to clinics and this report is intended to aid departments using or about to use DIR tools now.
Identifiants
pubmed: 32741090
doi: 10.1002/jmrs.417
pmc: PMC7754021
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
318-332Informations de copyright
© 2020 The Authors. Journal of Medical Radiation Sciences published by John Wiley & Sons Australia, Ltd on behalf of Australian Society of Medical Imaging and Radiation Therapy and New Zealand Institute of Medical Radiation Technology.
Références
Eur J Cancer. 2009 Jan;45(2):228-47
pubmed: 19097774
Radiother Oncol. 2017 Dec;125(3):478-484
pubmed: 29100697
J Appl Clin Med Phys. 2014 Nov 08;15(6):4978
pubmed: 25493523
Int J Radiat Oncol Biol Phys. 2012 Jul 1;83(3):986-93
pubmed: 22138459
Phys Med Biol. 2015 Nov 21;60(22):R323-61
pubmed: 26509844
Semin Radiat Oncol. 2019 Jul;29(3):198-208
pubmed: 31027637
Clin Oncol (R Coll Radiol). 2014 Oct;26(10):611-8
pubmed: 24721443
Int J Radiat Oncol Biol Phys. 2015 Sep 1;93(1):196-204
pubmed: 26279034
Brachytherapy. 2017 Mar - Apr;16(2):387-392
pubmed: 28161434
Int J Radiat Oncol Biol Phys. 2012 Sep 1;84(1):e109-14
pubmed: 22543214
Nat Rev Clin Oncol. 2012 Dec;9(12):688-99
pubmed: 23165124
Front Oncol. 2013 Apr 12;3:33
pubmed: 23630662
Semin Radiat Oncol. 2014 Jul;24(3):169-74
pubmed: 24931087
Clin Oncol (R Coll Radiol). 2018 Nov;30(11):711-719
pubmed: 30201276
Clin Transl Radiat Oncol. 2017 Feb 06;2:36-40
pubmed: 29657998
Med Phys. 2012 Nov;39(11):6701-11
pubmed: 23127064
J Med Radiat Sci. 2020 Dec;67(4):318-332
pubmed: 32741090
Brachytherapy. 2018 Jan - Feb;17(1):59-67
pubmed: 28764881
Semin Nucl Med. 2018 Jan;48(1):67-75
pubmed: 29195619
Technol Cancer Res Treat. 2013 Oct;12(5):429-46
pubmed: 23617289
Transl Lung Cancer Res. 2017 Dec;6(6):670-688
pubmed: 29218270
Int J Radiat Oncol Biol Phys. 2009 Feb 1;73(2):578-84
pubmed: 19084350
Int J Radiat Oncol Biol Phys. 2015 Nov 1;93(3):639-48
pubmed: 26461006
J Med Radiat Sci. 2019 Dec;66(4):238-249
pubmed: 31657129
J Magn Reson Imaging. 2018 Dec;48(6):1468-1478
pubmed: 30194794
Semin Radiat Oncol. 2019 Jul;29(3):245-257
pubmed: 31027642
BMJ. 2016 Mar 08;352:i1152
pubmed: 26957104
Ann Intern Med. 2017 Jan 17;166(2):128-132
pubmed: 27893062
Int J Radiat Oncol Biol Phys. 2010 Mar 1;76(3 Suppl):S3-9
pubmed: 20171515
Med Phys. 2012 Aug;39(8):5065-72
pubmed: 22894432
Med Phys. 2014 May;41(5):050902
pubmed: 24784366
Semin Radiat Oncol. 2019 Jul;29(3):181-184
pubmed: 31027635
Med Phys. 2016 Jul;43(7):4209
pubmed: 27370140
Med Phys. 2017 Jul;44(7):e43-e76
pubmed: 28376237
Semin Radiat Oncol. 2014 Jul;24(3):160-8
pubmed: 24931086
Nat Rev Cancer. 2016 Apr;16(4):234-49
pubmed: 27009394
J Appl Clin Med Phys. 2016 May 08;17(3):158-170
pubmed: 27167273
J Med Imaging Radiat Oncol. 2017 Jun;61(3):394-401
pubmed: 27863010
Int J Radiat Oncol Biol Phys. 2018 Mar 15;100(4):1057-1066
pubmed: 29485047
Radiat Oncol. 2014 Feb 10;9:50
pubmed: 24512755
Phys Med Biol. 2018 Feb 21;63(4):045026
pubmed: 29182154
Int J Radiat Oncol Biol Phys. 2010 Mar 1;76(3 Suppl):S135-9
pubmed: 20171508
Phys Med Biol. 2018 Jan 22;63(3):035001
pubmed: 29300184
Phys Med. 2017 Nov;43:43-48
pubmed: 29195561
Phys Med Biol. 2009 Dec 7;54(23):7135-50
pubmed: 19904036
Semin Radiat Oncol. 2019 Jul;29(3):185-197
pubmed: 31027636
Radiographics. 2012 Sep-Oct;32(5):1329-41
pubmed: 22977021
Phys Med Biol. 2015 Apr 7;60(7):2837-51
pubmed: 25775937
J Appl Clin Med Phys. 2013 Jan 02;14(1):4066
pubmed: 23318394
Acta Oncol. 2019 Sep;58(9):1225-1237
pubmed: 31155990
Med Phys. 2017 Aug;44(8):4045-4055
pubmed: 28477378
Semin Radiat Oncol. 2019 Jul;29(3):219-227
pubmed: 31027639
Semin Radiat Oncol. 2016 Apr;26(2):87-8
pubmed: 27000503
Radiat Oncol J. 2017 Jun;35(2):101-111
pubmed: 28712282