Prostate volume analysis in image registration for prostate cancer care: a verification study.


Journal

Physical and engineering sciences in medicine
ISSN: 2662-4737
Titre abrégé: Phys Eng Sci Med
Pays: Switzerland
ID NLM: 101760671

Informations de publication

Date de publication:
Dec 2023
Historique:
received: 09 02 2023
accepted: 26 09 2023
medline: 11 12 2023
pubmed: 11 10 2023
entrez: 11 10 2023
Statut: ppublish

Résumé

Combined magnetic resonance imaging (MRI) and positron emission tomography/computed tomography (PET/CT) may enhance diagnosis, aid surgical planning and intra-operative orientation for prostate biopsy and radical prostatectomy. Although PET-MRI may provide these benefits, PET-MRI machines are not widely available. Image fusion of Prostate specific membrane antigen PET/CT and MRI acquired separately may be a suitable clinical alternative. This study compares CT-MR registration algorithms for urological prostate cancer care. Paired whole-pelvis MR and CT scan data were used (n = 20). A manual prostate CTV contour was performed independently on each patients MR and CT image. A semi-automated rigid-, automated rigid- and automated non-rigid registration technique was applied to align the MR and CT data. Dice Similarity Index (DSI), 95% Hausdorff distance (95%HD) and average surface distance (ASD) measures were used to assess the closeness of the manual and registered contours. The automated non-rigid approach had a significantly improved performance compared to the automated rigid- and semi-automated rigid-registration, having better average scores and decreased spread for the DSI, 95%HD and ASD (all p < 0.001). Additionally, the automated rigid approach had similar significantly improved performance compared to the semi-automated rigid registration across all accuracy metrics observed (all p < 0.001). Overall, all registration techniques studied here demonstrated sufficient accuracy for exploring their clinical use. While the fully automated non-rigid registration algorithm in the present study provided the most accurate registration, the semi-automated rigid registration is a quick, feasible, and accessible method to perform image registration for prostate cancer care by urologists and radiation oncologists now.

Identifiants

pubmed: 37819450
doi: 10.1007/s13246-023-01342-4
pii: 10.1007/s13246-023-01342-4
pmc: PMC10703743
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1791-1802

Informations de copyright

© 2023. The Author(s).

Références

Med Dosim. 2014 Autumn;39(3):235-41
pubmed: 24833302
Magn Reson Imaging. 2012 Nov;30(9):1323-41
pubmed: 22770690
Radiother Oncol. 2007 Nov;85(2):239-46
pubmed: 17825447
Med Phys. 2005 Feb;32(2):473-82
pubmed: 15789594
Radiat Oncol. 2021 Aug 16;16(1):150
pubmed: 34399806
Acad Radiol. 2022 Aug;29(8):1159-1168
pubmed: 34598869
BMC Med Imaging. 2015 Aug 12;15:29
pubmed: 26263899
J Magn Reson Imaging. 2001 Jun;13(6):967-75
pubmed: 11382961
Radiother Oncol. 1999 Feb;50(2):225-34
pubmed: 10368047
Int J Radiat Oncol Biol Phys. 1995 Dec 1;33(5):1109-19
pubmed: 7493837
Radiother Oncol. 2003 Mar;66(3):263-70
pubmed: 12742265
Med Phys. 2017 Jul;44(7):e43-e76
pubmed: 28376237
Contemp Oncol (Pozn). 2021;25(4):249-253
pubmed: 35079232
Med Image Anal. 2015 Jul;23(1):56-69
pubmed: 25966468
Prostate Cancer. 2022 Feb 03;2022:7930744
pubmed: 35154830
J Appl Clin Med Phys. 2016 May 08;17(3):236-245
pubmed: 27167281
Radiology. 2017 Sep;284(3):725-736
pubmed: 28346073
Curr Probl Diagn Radiol. 2022 May-Jun;51(3):328-333
pubmed: 34315623
Nat Rev Urol. 2023 Jan;20(1):23-47
pubmed: 36473945
Eur Radiol. 2022 May;32(5):3248-3259
pubmed: 35001157
Phys Med Biol. 2020 Jan 17;65(2):025012
pubmed: 31842008
World J Urol. 2022 Sep;40(9):2221-2229
pubmed: 35790535
BJU Int. 2018 Sep;122(3):360-361
pubmed: 29509303
Comput Methods Programs Biomed. 2018 Oct;164:193-205
pubmed: 30195427
Int J Radiat Oncol Biol Phys. 2006 Mar 1;64(3):856-61
pubmed: 16243443
Med Image Anal. 2014 Feb;18(2):359-73
pubmed: 24418598
Med Phys. 2019 Jul;46(7):3078-3090
pubmed: 31002381
Radiat Oncol. 2020 Feb 7;15(1):32
pubmed: 32033574
Sci Rep. 2022 Feb 7;12(1):2001
pubmed: 35132102
Phys Med Biol. 2015 Apr 7;60(7):2837-51
pubmed: 25775937
Strahlenther Onkol. 2011 Mar;187(3):183-90
pubmed: 21347638
Eur Radiol. 2014 Oct;24(10):2582-9
pubmed: 24972954
Neuroimage. 2009 Mar;45(1 Suppl):S61-72
pubmed: 19041946
Insights Imaging. 2021 Jun 5;12(1):71
pubmed: 34089410
J Radiat Res. 2021 Sep 09;:
pubmed: 34505155
J Appl Clin Med Phys. 2016 May 08;17(3):294-303
pubmed: 27167285
Int J Radiat Oncol Biol Phys. 2020 Jan 1;106(1):206-215
pubmed: 31627178
J Imaging. 2022 May 11;8(5):
pubmed: 35621897
Radiother Oncol. 2008 Jul;88(1):10-9
pubmed: 18514340
Int J Radiat Oncol Biol Phys. 2015 Dec 1;93(5):1144-53
pubmed: 26581150
Med Phys. 2021 Jan;48(1):253-263
pubmed: 33164219
J Urol. 2022 Sep;208(3):618-625
pubmed: 35848770
Front Neuroinform. 2013 Dec 30;7:45
pubmed: 24416015
Radiother Oncol. 2007 Aug;84(2):121-7
pubmed: 17706307

Auteurs

Jessica M Bugeja (JM)

Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Health and Biosecurity, Herston, Australia. Jess.Bugeja@csiro.au.

Georges Mehawed (G)

Herston Biofabrication Institute, Urology Program, Herston, Australia.
Urology Department, Redcliffe Hospital, Redcliffe, Australia.
School of Medicine, The University of Queensland, Brisbane, Australia.
Australian Institute of Bioengineering and Nanotechnology, The University of Queensland, Brisbane, Australia.

Matthew J Roberts (MJ)

Herston Biofabrication Institute, Urology Program, Herston, Australia.
Urology Department, Redcliffe Hospital, Redcliffe, Australia.
School of Medicine, The University of Queensland, Brisbane, Australia.
Urology Department, Royal Brisbane and Women's Hospital, Herston, Australia.
University of Queensland, University of Queensland Centre for Clinical Research, Herston, Australia.

Nicholas Rukin (N)

Herston Biofabrication Institute, Urology Program, Herston, Australia.
Urology Department, Redcliffe Hospital, Redcliffe, Australia.
School of Medicine, The University of Queensland, Brisbane, Australia.

Jason Dowling (J)

Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Health and Biosecurity, Herston, Australia.
School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, Australia.

Rebecca Murray (R)

Herston Biofabrication Institute, Urology Program, Herston, Australia.
Urology Department, Redcliffe Hospital, Redcliffe, Australia.
Australian Institute of Bioengineering and Nanotechnology, The University of Queensland, Brisbane, Australia.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH