Multi-criterial patient positioning based on dose recalculation on scatter-corrected CBCT images

被引:20
作者
Hofmaier, Jan [1 ,3 ]
Haehnle, Jonas [2 ]
Kurz, Christopher [1 ,3 ]
Landry, Guillaume [3 ]
Maihoefer, Cornelius [1 ,7 ]
Schuettrumpf, Lars [1 ,7 ]
Suess, Philipp [2 ]
Teichert, Katrin [2 ]
Soehn, Matthias [1 ]
Spahr, Nadine [4 ]
Brachmann, Christoph [5 ]
Weiler, Florian [5 ]
Thieke, Christian [1 ]
Kuefer, Karl-Heinz [2 ]
Belka, Claus [1 ,6 ,7 ]
Parodi, Katia [3 ]
Kamp, Florian [1 ]
机构
[1] Ludwig Maximilians Univ Munchen, Univ Hosp, Dept Radiat Oncol, Munich, Germany
[2] Fraunhofer Inst Ind Math ITWM, Kaiserslautern, Germany
[3] Ludwig Maximilians Univ Munchen, Fac Phys, Dept Med Phys, Munich, Germany
[4] Fraunhofer Inst Med Image Comp MEVIS, Lubeck, Germany
[5] Fraunhofer Inst Med Image Comp MEVIS, Bremen, Germany
[6] German Canc Consortium DKTK, Munich, Germany
[7] Helmholtz Zentrum Munchen, Clin Cooperat Grp Personalized Radiotherapy Head &, Munich, Germany
关键词
Isocenter correction; Scatter correction; CBCT; Dose guided positioning; GUIDED RADIATION-THERAPY; CONE-BEAM-CT; NECK-CANCER PATIENTS; MULTICRITERIA OPTIMIZATION; ADAPTIVE RADIOTHERAPY; HEAD; REGISTRATION; MODEL; GPU;
D O I
10.1016/j.radonc.2017.09.020
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and purpose: Our aim was to evaluate the feasibility and potential advantages of dose guided patient positioning based on dose recalculation on scatter corrected cone beam computed tomography (CBCT) image data. Material and methods: A scatter correction approach has been employed to enable dose calculations on CBCT images. A recently proposed tool for interactive multicriterial dose-guided patient positioning which uses interpolation between pre-calculated sample doses has been utilized. The workflow was retrospectively evaluated for two head and neck patients with a total of 39 CBCTs. Dose-volume histogram (DVH) parameters were compared to rigid image registration based isocenter corrections (clinical scenario). Results: The accuracy of the dose interpolation was found sufficient, facilitating the implementation of dose guided patient positioning. Compared to the clinical scenario, the mean dose to the parotid glands could be improved for 2 out of 5 fractions for the first patient while other parameters were preserved. For the second patient, the mean coverage over all fractions of the high dose PTV could be improved by 4%. For this patient, coverage improvements had to be traded against organ at risk (OAR) doses within their' clinical tolerance limits. Conclusions: Dose guided patient positioning using in-room CBCT data is feasible and offers increased control over target coverage and doses to OARs. (c) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:464 / 469
页数:6
相关论文
共 24 条
[1]   Quantification of volumetric and geometric changes occurring during fractionated radiotherapy for head-and-neck cancer using an integrated CT/linear accelerator system [J].
Barker, JL ;
Garden, AS ;
Ang, KK ;
O'Daniel, JC ;
Wang, H ;
Court, LE ;
Morrison, WH ;
Rosenthal, DI ;
Chao, KSC ;
Tucker, SL ;
Mohan, R ;
Dong, L .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2004, 59 (04) :960-970
[2]   Selection of head and neck cancer patients for adaptive radiotherapy to decrease xerostomia [J].
Brouwer, Charlotte L. ;
Steenbakkers, Roel J. H. M. ;
van der Schaaf, Arjen ;
Sopacua, Chantal T. C. ;
van Dijk, Lisanne V. ;
Kierkels, Roel G. J. ;
Bijl, Hendrik P. ;
Burgerhof, Johannes G. M. ;
Langendijk, Johannes A. ;
Sijtsema, Nanna M. .
RADIOTHERAPY AND ONCOLOGY, 2016, 120 (01) :36-40
[3]   Predicting the need for adaptive radiotherapy in head and neck cancer [J].
Brown, Elizabeth ;
Owen, Rebecca ;
Harden, Fiona ;
Mengersen, Kerrie ;
Oestreich, Kimberley ;
Houghton, Whitney ;
Poulsen, Michael ;
Harris, Selina ;
Lin, Charles ;
Porceddu, Sandro .
RADIOTHERAPY AND ONCOLOGY, 2015, 116 (01) :57-63
[4]   DOSE RECALCULATION AND THE DOSE-GUIDED RADIATION THERAPY (DGRT) PROCESS USING MEGAVOLTAGE CONE-BEAM CT [J].
Cheung, Joey ;
Aubry, Jean-Francois ;
Yom, Sue S. ;
Gottschalk, Alexander R. ;
Celi, Juan Carlos ;
Pouliot, Jean .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2009, 74 (02) :583-592
[5]   A novel dose-based positioning method for CT image-guided proton therapy [J].
Cheung, Joey P. ;
Park, Peter C. ;
Court, Laurence E. ;
Zhu, X. Ronald ;
Kudchadker, Rajat J. ;
Frank, Steven J. ;
Dong, Lei .
MEDICAL PHYSICS, 2013, 40 (05)
[6]   Improved planning time and plan quality through multicriteria optimization for intensity-modulated radiotherapy [J].
Craft, David L. ;
Hong, Theodore S. ;
Shih, Helen A. ;
Bortfeld, Thomas R. .
International Journal of Radiation Oncology Biology Physics, 2012, 82 (01) :e83-e90
[7]   Multiatlas approach with local registration goodness weighting for MRI-based electron density mapping of head and neck anatomy [J].
Farjam, Reza ;
Tyagi, Neelam ;
Veeraraghavan, Harini ;
Apte, Aditya ;
Zakian, Kristen ;
Hunt, Margie A. ;
Deasy, Joseph O. .
MEDICAL PHYSICS, 2017, 44 (07) :3706-3717
[8]   Curvature based image registration [J].
Fischer, B ;
Modersitzki, J .
JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2003, 18 (01) :81-85
[9]   Implementation and evaluation of various demons deformable image registration algorithms on a GPU [J].
Gu, Xuejun ;
Pan, Hubert ;
Liang, Yun ;
Castillo, Richard ;
Yang, Deshan ;
Choi, Dongju ;
Castillo, Edward ;
Majumdar, Amitava ;
Guerrero, Thomas ;
Jiang, Steve B. .
PHYSICS IN MEDICINE AND BIOLOGY, 2010, 55 (01) :207-219
[10]   GPU-based ultra-fast dose calculation using a finite size pencil beam model [J].
Gu, Xuejun ;
Choi, Dongju ;
Men, Chunhua ;
Pan, Hubert ;
Majumdar, Amitava ;
Jiang, Steve B. .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (20) :6287-6297