Nakajima Yujiro, Kadoya Noriyuki, Kanai Takayuki, Saito Masahide, Kito Satoshi, Hashimoto Shimpei, Karasawa Katsuyuki, Jingu Keiichi
Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan; Department of Radiotherapy, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan.
Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan.
Med Dosim. 2020;45(3):206-212. doi: 10.1016/j.meddos.2019.12.004. Epub 2020 Jan 31.
User-guided deformable image registration (DIR) has allowed users to actively participate in the DIR process and is expected to improve DIR accuracy. The purpose of this study was to evaluate the time required for and effect of user-guided DIR on registration accuracy for thoracic images among users. In this study, 4-dimensional computed tomographic images of 10 thoracic cancer patients were used. The dataset for these patients was provided by DIR-Lab (www.dir-lab.com) and included a coordinate list of anatomical landmarks (300 bronchial bifurcations). Four medical physicists from different institutions performed DIR between peak-inhale and peak-exhale images with/without the user-guided DIR tool, Reg Refine, implemented in MIM Maestro (MIM software, Cleveland, OH). DIR accuracy was quantified by using target registration errors (TREs) for 300 anatomical landmarks in each patient. The average TREs with user-guided DIR in the 10 images by the 4 medical physicists were 1.48, 1.80, 3.46, and 3.55 mm, respectively, whereas the TREs without user-guided DIR were 3.28, 3.45, 3.56, and 3.28 mm, respectively. The average times taken by the 4 physicists to use the user-guided DIR were 10.0, 6.7, 7.1, and 8.0 min, respectively. This study demonstrated that user-guided DIR can improve DIR accuracy and requires only a moderate amount of time (<10 min). However, 2 of the 4 users did not show much improvement in DIR accuracy, which indicated the necessity of training prior to use of user-guided DIR.
用户引导的可变形图像配准(DIR)允许用户积极参与DIR过程,并有望提高DIR的准确性。本研究的目的是评估用户引导的DIR对胸部图像配准准确性的所需时间及效果。在本研究中,使用了10例胸段癌患者的四维计算机断层扫描图像。这些患者的数据集由DIR-Lab(www.dir-lab.com)提供,其中包括解剖标志的坐标列表(300个支气管分叉)。来自不同机构的四位医学物理学家在吸气峰值和呼气峰值图像之间进行DIR,使用/不使用在MIM Maestro(MIM软件,俄亥俄州克利夫兰)中实现的用户引导DIR工具Reg Refine。通过使用每位患者300个解剖标志的目标配准误差(TRE)来量化DIR准确性。四位医学物理学家在10幅图像中使用用户引导DIR时的平均TRE分别为1.48、1.80、3.46和3.55毫米,而不使用用户引导DIR时的TRE分别为3.28、3.45、3.56和3.28毫米。四位物理学家使用用户引导DIR的平均时间分别为10.0、6.7、7.1和8.0分钟。本研究表明,用户引导的DIR可以提高DIR准确性,并且只需要适度的时间(<10分钟)。然而,四位用户中有两位在DIR准确性方面没有明显提高,这表明在使用用户引导的DIR之前进行培训的必要性。