Automatic bladder segmentation on CBCT for multiple plan ART of bladder cancer using a patient-specific bladder model

Physics in Medicine and Biology

Volumn 57, Issue 12, 2012, Pages 3945-3962

  Chai, Xiangfei ^a   Van Herk, Marcel ^b   Betgen, Anja ^b   Hulshof, Maarten ^a   Bel, Arjan ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

^b ANTONI VAN LEEUWENHOEK HOSPITAL   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ABSOLUTE DIFFERENCE; ADAPTIVE RADIOTHERAPY; AUTOMATIC SEGMENTATIONS; BLADDER CANCERS; CBCT IMAGES; CONEBEAM CT; CONFORMITY INDEX; DEFORMATION MODELS; DEFORMATION PATTERN; DISTANCE-BASED; GOODNESS OF FIT; GRADIENT FIELDS; OPTIMIZERS; PCA MODE; PLANNING CT; RESIDUAL ERROR; SHAPE VARIATIONS; TRAINING DATA; TRAINING DATA SETS; TRAINING SETS; VALIDATION DATA;

COST FUNCTIONS; DEFORMATION; DISEASES; IMAGE QUALITY; IMAGE SEGMENTATION; MODEL BUILDINGS; PRINCIPAL COMPONENT ANALYSIS; STRUCTURAL ANALYSIS;

COMPUTERIZED TOMOGRAPHY;

ARTICLE; AUTOMATION; BIOLOGICAL MODEL; BLADDER; BLADDER TUMOR; COMPUTER ASSISTED RADIOTHERAPY; CONE BEAM COMPUTED TOMOGRAPHY; FEMALE; HUMAN; IMAGE PROCESSING; MALE; METHODOLOGY; PERSONALIZED MEDICINE; RADIATION EXPOSURE; RADIOGRAPHY; REPRODUCIBILITY;

AUTOMATION; CONE-BEAM COMPUTED TOMOGRAPHY; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; INDIVIDUALIZED MEDICINE; MALE; MODELS, BIOLOGICAL; RADIOTHERAPY PLANNING, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; URINARY BLADDER; URINARY BLADDER NEOPLASMS;

EID: 84862005633     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/57/12/3945     Document Type: Article

References (29)

1. Andrew N, Takeo I, Olga S and Marc A 2006 Laplacian mesh optimization Proc. of the 4th Int. Conf. on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia (ACM, New York, USA) pp 3819
2. Burridge N, Amer A, Marchant T, Sykes J, Stratford J, Henry A, McBain C, Price P and Moore C 2006 Online adaptive radiotherapy of the bladder: small bowel irradiated-volume reduction Int. J. Radiat. Oncol. Biol. Phys. 66 8927 (Pubitemid 44436721)
3. Chai X, Van Herk M, van de Kamer J B, Remeijer P, Bex A, Betgen A, de Reijke T M, Hulshof M C, Pos F J and Bel A 2010 Behavior of lipiodol markers during image guided radiotherapy of bladder cancer Int. J. Radiat. Oncol. Biol. Phys. 77 30914
4. Costa M J, Delingette H and Ayache N 2007 Automatic segmentation of bladder using deformable models 4th IEEE Int. Symp. Biomedical Imaging: From Nano to Macro pp 9047 (Pubitemid 350141236)
5. Dunn O J 1959 Confidence intervals for the means of dependent, normally distributed variables J. Am. Stat. Assoc. 54 61321
6. Foroudi F, Haworth A, Pangehel A, Wong J, Roxby P, Duchesne G, Williams S and Tai K H 2009a Inter-observer variability of clinical target volume delineation for bladder cancer using CT and cone beam CT J. Med. Imaging Radiat. Oncol. 53 1006
7. Foroudi F et al 2009b Offline adaptive radiotherapy for bladder cancer using cone beam computed tomography J. Med. Imaging Radiat. Oncol. 53 22633
8. Foroudi F et al 2011 Online adaptive radiotherapy for muscle-invasive bladder cancer: results of a pilot study Int. J. Radiat. Oncol. Biol. Phys. 81 76571
9. Foroudi F et al 2010 Development and evaluation of a training program for therapeutic radiographers as a basis for online adaptive radiation therapy for bladder carcinoma Radiography 16 1420
10. Haas B et al 2008 Automatic segmentation of thoracic and pelvic CT images for radiotherapy planning using implicit anatomic knowledge and organ-specific segmentation strategies Phys. Med. Biol. 53 175171 (Pubitemid 351423009)
11. Jolliffe I T 2002 Principal Component Analysis (New York: Springer)
12. Lalondrelle S, Huddart R, Warren-Oseni K, Hansen V N, McNair H, Thomas K, Dearnaley D, Horwich A and Khoo V 2011 Adaptive-predictive organ localization using cone-beam computed tomography for improved accuracy in external beam radiotherapy for bladder cancer Int. J. Radiat. Oncol. Biol. Phys. 79 70512
13. Lotz H T, Van Herk M, Betgen A, Pos F, Lebesque J V and Remeijer P 2005 Reproducibility of the bladder shape and bladder shape changes during filling Med. Phys. 32 25907 (Pubitemid 41197196)
14. Lu C, Chelikani S, Papademetris X, Knisely J P, Milosevic M F, Chen Z, Jaffray D A, Staib L H and Duncan J S 2011 An integrated approach to segmentation and nonrigid registration for application in image-guided pelvic radiotherapy Med. Image Anal. 15 77285
15. Lutgendorf-Caucig C, Fotina I, Stock M, Potter R, Goldner G and Georg D 2011 Feasibility of CBCT-based target and normal structure delineation in prostate cancer radiotherapy: multi-observer and image multi-modality study Radiother. Oncol. 98 15461
16. Muren L P, Smaaland R and Dahl O 2004 Conformal radiotherapy of urinary bladder cancer Radiother. Oncol. 73 38798 (Pubitemid 39601090)
17. Murthy V, Master Z, Adurkar P, Mallick I, Mahantshetty U, Bakshi G, Tongaonkar H and Shrivastava S 2011 Plan of the day adaptive radiotherapy for bladder cancer using helical tomotherapy Radiother. Oncol. 99 5560
18. Pizer S M, Fletcher P T, Joshi S, Gash A G, Stough J, Thall A, Tracton G and Chaney E L 2005 A method and software for segmentation of anatomic object ensembles by deformable m-reps Med. Phys. 32 133545 (Pubitemid 40695777)
19. Pos F J, Hulshof M, Lebesque J, Lotz H, van Tienhoven G, Moonen L and Remeijer P 2006 Adaptive radiotherapy for invasive bladder cancer: a feasibility study Int. J. Radiat. Oncol. Biol. Phys. 64 8628 (Pubitemid 43183586)
20. Pos F J, Koedooder K, Hulshof M C, van Tienhoven G and Gonzalez D 2003 Influence of bladder and rectal volume on spatial variability of a bladder tumor during radical radiotherapy Int. J. Radiat. Oncol. Biol. Phys. 55 83541 (Pubitemid 36170023)
21. Pos F J and Remeijer P 2010 Adaptive management of bladder cancer radiotherapy Semin. Radiat. Oncol. 20 11620
22. Price G and Moore C 2007 Comparative evaluation of a novel 3D segmentation algorithm on in-treatment radiotherapy cone beam CT images Proc. SPIE 6512 651238 (Pubitemid 350127021)
23. Sohn M, Birkner M, Yan D and Alber M 2005 Modelling individual geometric variation based on dominant eigenmodes of organ deformation: implementation and evaluation Phys. Med. Biol. 50 5893908 (Pubitemid 41795840)
24. Taubin G 2000 Geometric signal processing on polygonal meshes Eurographics 2000: State of the Art Reports pp 10717
25. Tolan S, Kong V, Rosewall T, Craig T, Bristow R, Milosevic M, Gospodarowicz M and Chung P 2011 Patient-specific PTV margins in radiotherapy for bladder cancer - a feasibility study using cone beam CT Radiother. Oncol. 99 1316
26. Tuomikoski L, Collan J, Keyrilainen J, Visapaa H, Saarilahti K and Tenhunen M 2011 Adaptive radiotherapy in muscle invasive urinary bladder cancer - an effective method to reduce the irradiated bowel volume Radiother. Oncol. 99 616
27. van Rooijen D C, Pool R, van de Kamer J B, Hulshof M C, Koning C C and Bel A 2010 Independent position correction on tumor and lymph nodes; consequences for bladder cancer irradiation with two combined IMRT plans Radiat. Oncol. 5 53
28. Vestergaard A, Sondergaard J, Petersen J B, Hoyer M and Muren L P 2010 A comparison of three different adaptive strategies in image-guided radiotherapy of bladder cancer Acta Oncol. 49 106976
29. Young I T and van Vliet L J 1995 Recursive implementation of the Gaussian filter Signal Process. 44 13951