Deforming to Best Practice: Key considerations for deformable image registration in radiotherapy

被引:21
作者
Barber, Jeffrey [1 ,2 ]
Yuen, Johnson [3 ,5 ,6 ]
Jameson, Michael [4 ,5 ,6 ]
Schmidt, Laurel [3 ]
Sykes, Jonathan [1 ,2 ]
Gray, Alison [4 ,5 ,6 ]
Hardcastle, Nicholas [7 ,8 ]
Choong, Callie [4 ]
Poder, Joel [3 ,8 ]
Walker, Amy [4 ,5 ,6 ]
Yeo, Adam [7 ,9 ]
Archibald-Heeren, Ben [10 ]
Harrison, Kristie [11 ]
Haworth, Annette [2 ]
Thwaites, David [1 ,2 ]
机构
[1] Sydney West Radiat Oncol Network, Sydney, NSW, Australia
[2] Univ Sydney, Inst Med Phys, Sydney, NSW, Australia
[3] St George Canc Care Ctr, Sydney, NSW, Australia
[4] Liverpool & Macarthur Canc Therapy Ctr, Sydney, NSW, Australia
[5] Ingham Inst Appl Med Res, Sydney, NSW, Australia
[6] Univ New South Wales, South Western Clin Sch, Sydney, NSW, Australia
[7] Peter MacCallum Canc Ctr, Melbourne, Vic, Australia
[8] Peter MacCallum Canc Ctr, Phys Sci, Melbourne, Vic, Australia
[9] RMIT Univ, Sch Appl Sci, Melbourne, Vic, Australia
[10] ICON Canc Ctr, Wahroonga, NSW, Australia
[11] GenesisCare, Newcastle, NSW, Australia
关键词
RADIATION-THERAPY; ADAPTIVE RADIOTHERAPY; GUIDED RADIOTHERAPY; DOSE ACCUMULATION; CERVICAL-CANCER; MRI; BRACHYTHERAPY; PET/CT; HEAD; VALIDATION;
D O I
10.1002/jmrs.417
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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.
引用
收藏
页码:318 / 332
页数:15
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