Adapting inverse planning to patient and organ geometrical variation:: algorithm and implementation

被引:125
作者
Birkner, M [1 ]
Yan, D
Alber, M
Liang, J
Nüsslin, F
机构
[1] Univ Tubingen, Abt Med Phys, Radioonkol Uniklin, D-72076 Tubingen, Germany
[2] William Beaumont Hosp, Royal Oak, MI 48073 USA
关键词
D O I
10.1118/1.1610751
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 [临床医学]; 100207 [影像医学与核医学]; 1009 [特种医学];
摘要
Image guided radiotherapy has the potential to improve both tumour control and normal tissue sparing by including temporal patient specific geometry information into the adaptive planning process. In this study we present a practical method of image guided adaptive inverse planning based on computed tomography (CT) and portal image feedback during the treatment course. The method is based on a general description of the radiotherapy optimization problem subject to dynamic geometrical variations of the patient/organs. We will demonstrate the feasibility of off-line image feedback into the inverse planning process with the example of three prostate cancer patients. CT and portal images acquired during the early course of the treatment are used to predict the geometrical variation distribution of a patient and to re-optimize the treatment plan accordingly. We will study the convergence of the optimization problem with respect to the number of image measurements and adaptive feedback loops. (C) 2003 American Association of Physicists in Medicine.
引用
收藏
页码:2822 / 2831
页数:10
相关论文
共 18 条
[1]
An objective function for radiation treatment optimization based on local biological measures [J].
Alber, M ;
Nüsslin, F .
PHYSICS IN MEDICINE AND BIOLOGY, 1999, 44 (02) :479-493
[2]
ALBER M, 2000, THESIS EBERHARDT KAR
[3]
THE LINEAR-QUADRATIC FORMULA AND PROGRESS IN FRACTIONATED RADIOTHERAPY [J].
FOWLER, JF .
BRITISH JOURNAL OF RADIOLOGY, 1989, 62 (740) :679-694
[4]
CALCULATION OF COMPLICATION PROBABILITY FACTORS FOR NON-UNIFORM NORMAL TISSUE IRRADIATION - THE EFFECTIVE VOLUME METHOD [J].
KUTCHER, GJ ;
BURMAN, C .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 1989, 16 (06) :1623-1630
[5]
Inverse planning incorporating organ motion [J].
Li, JG ;
Xing, L .
MEDICAL PHYSICS, 2000, 27 (07) :1573-1578
[6]
Reducing uncertainties in volumetric image based deformable organ registration [J].
Liang, J ;
Yan, D .
MEDICAL PHYSICS, 2003, 30 (08) :2116-2122
[7]
An adaptive control algorithm for optimization of intensity modulated radiotherapy considering uncertainties in beam profiles, patient set-up and internal organ motion [J].
Lof, J ;
Lind, BK ;
Brahme, A .
PHYSICS IN MEDICINE AND BIOLOGY, 1998, 43 (06) :1605-1628
[8]
Improvement in dose escalation using the process of adaptive radiotherapy combined with three-dimensional conformal or intensity-modulated beams for prostate cancer [J].
Martinez, AA ;
Yan, D ;
Lockman, D ;
Brabbins, D ;
Kota, K ;
Sharpe, M ;
Jaffray, DA ;
Vicini, F ;
Wong, J .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2001, 50 (05) :1226-1234
[9]
Reporting and analyzing dose distributions: A concept of equivalent uniform dose [J].
Niemierko, A .
MEDICAL PHYSICS, 1997, 24 (01) :103-110