N. Fukumitsu, T. Terunuma, T. Okumura, H. Numajiri, K. Murofushi, K. Ohnishi, M. Mizumoto, T. Aihara, H. Ishikawa, Koji Tsuboi Hideyuki Sakurai
{"title":"质子束治疗后肝脏长期过渡期间刚性与变形图像配准精度的比较","authors":"N. Fukumitsu, T. Terunuma, T. Okumura, H. Numajiri, K. Murofushi, K. Ohnishi, M. Mizumoto, T. Aihara, H. Ishikawa, Koji Tsuboi Hideyuki Sakurai","doi":"10.14303/IMAGING-MEDICINE.1000078","DOIUrl":null,"url":null,"abstract":"Objective: To identify the previously irradiated region is important in re-irradiation. We investigated the long-term transition of geometrical accuracy of a commercially available rigid and deformable image registration (RIR, DIR) software product, MIM Maestro, in livers of patients who underwent proton beam therapy (PBT). Methods: Image registration of pre-treatment and post-treatment CT was performed in 15 liver tumor patients who received PBT and follow up post-treatment CT examination was performed over time (2-7 times each, a total of 54 times). We performed RIR and DIR of pre-treatment CT and compared the post-treatment CT by calculating the similarity of whole liver (Dice similarity coefficient: DSC) and dislocation of metallic markers implanted close to the tumor (fiducial registration error). Results: In the plain CT, the DSC was bigger with RIR in 1 case and DIR in 53 cases (0.83 ± 0.07 vs. 0.92 ± 0.04), then consistently bigger with DIR in 14 patients. The fiducial registration error was smaller with RIR in 10 cases, DIR in 43 cases, and equal error in 1 case (11.8 ± 6.9 vs. 7.6 ± 9.7 mm), then consistently smaller with DIR in 10 patients. In the contrast-enhanced CT, the DSC was consistently bigger with DIR in all 15 patients, 54 cases in all (0.84 ± 0.06 vs. 0.92 ± 0.03). The fiducial registration error was smaller with RIR in 7 cases and DIR in 47 cases (11.0 ± 6.3 vs. 6.3 ± 7.3 mm), then consistently smaller with DIR in 12 patients. Conclusion: The DIR performance of MIM is therefore superior to that of RIR and its advantage is independent the term after PBT.","PeriodicalId":13333,"journal":{"name":"Imaging in Medicine","volume":"16 1","pages":"149-154"},"PeriodicalIF":0.0000,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Comparison of rigid and deformable image registration accuracy of the liver during long-term transition after proton beam therapy\",\"authors\":\"N. Fukumitsu, T. Terunuma, T. Okumura, H. Numajiri, K. Murofushi, K. Ohnishi, M. Mizumoto, T. Aihara, H. Ishikawa, Koji Tsuboi Hideyuki Sakurai\",\"doi\":\"10.14303/IMAGING-MEDICINE.1000078\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Objective: To identify the previously irradiated region is important in re-irradiation. We investigated the long-term transition of geometrical accuracy of a commercially available rigid and deformable image registration (RIR, DIR) software product, MIM Maestro, in livers of patients who underwent proton beam therapy (PBT). Methods: Image registration of pre-treatment and post-treatment CT was performed in 15 liver tumor patients who received PBT and follow up post-treatment CT examination was performed over time (2-7 times each, a total of 54 times). We performed RIR and DIR of pre-treatment CT and compared the post-treatment CT by calculating the similarity of whole liver (Dice similarity coefficient: DSC) and dislocation of metallic markers implanted close to the tumor (fiducial registration error). Results: In the plain CT, the DSC was bigger with RIR in 1 case and DIR in 53 cases (0.83 ± 0.07 vs. 0.92 ± 0.04), then consistently bigger with DIR in 14 patients. The fiducial registration error was smaller with RIR in 10 cases, DIR in 43 cases, and equal error in 1 case (11.8 ± 6.9 vs. 7.6 ± 9.7 mm), then consistently smaller with DIR in 10 patients. In the contrast-enhanced CT, the DSC was consistently bigger with DIR in all 15 patients, 54 cases in all (0.84 ± 0.06 vs. 0.92 ± 0.03). The fiducial registration error was smaller with RIR in 7 cases and DIR in 47 cases (11.0 ± 6.3 vs. 6.3 ± 7.3 mm), then consistently smaller with DIR in 12 patients. Conclusion: The DIR performance of MIM is therefore superior to that of RIR and its advantage is independent the term after PBT.\",\"PeriodicalId\":13333,\"journal\":{\"name\":\"Imaging in Medicine\",\"volume\":\"16 1\",\"pages\":\"149-154\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Imaging in Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.14303/IMAGING-MEDICINE.1000078\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Imaging in Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14303/IMAGING-MEDICINE.1000078","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
摘要
目的:明确前辐照区在再辐照中的重要作用。我们研究了商业上可用的刚性和可变形图像配准(RIR, DIR)软件产品MIM Maestro在接受质子束治疗(PBT)的患者肝脏中的几何精度的长期转变。方法:对15例肝肿瘤患者行PBT治疗前后CT图像配准,并随访治疗后CT检查(各2 ~ 7次,共54次)。我们对治疗前CT进行RIR和DIR,并通过计算全肝的相似度(Dice similarity coefficient: DSC)和靠近肿瘤植入的金属标记物的错位度(基准点配准误差)来比较治疗后CT。结果:CT平扫中,1例DSC随RIR增大,53例DSC随DIR增大(0.83±0.07∶0.92±0.04),14例DSC随DIR增大。10例RIR患者的基准登记误差较小,43例DIR患者的基准登记误差较小,1例误差相等(11.8±6.9 vs. 7.6±9.7 mm), 10例DIR患者的基准登记误差一致较小。15例患者均有54例(0.84±0.06比0.92±0.03),增强CT显示DSC均大于DIR。7例RIR和47例DIR的基准登记误差较小(11.0±6.3 vs. 6.3±7.3 mm), 12例DIR的基准登记误差一致较小。结论:MIM的DIR性能优于RIR,且其优势在PBT后独立。
Comparison of rigid and deformable image registration accuracy of the liver during long-term transition after proton beam therapy
Objective: To identify the previously irradiated region is important in re-irradiation. We investigated the long-term transition of geometrical accuracy of a commercially available rigid and deformable image registration (RIR, DIR) software product, MIM Maestro, in livers of patients who underwent proton beam therapy (PBT). Methods: Image registration of pre-treatment and post-treatment CT was performed in 15 liver tumor patients who received PBT and follow up post-treatment CT examination was performed over time (2-7 times each, a total of 54 times). We performed RIR and DIR of pre-treatment CT and compared the post-treatment CT by calculating the similarity of whole liver (Dice similarity coefficient: DSC) and dislocation of metallic markers implanted close to the tumor (fiducial registration error). Results: In the plain CT, the DSC was bigger with RIR in 1 case and DIR in 53 cases (0.83 ± 0.07 vs. 0.92 ± 0.04), then consistently bigger with DIR in 14 patients. The fiducial registration error was smaller with RIR in 10 cases, DIR in 43 cases, and equal error in 1 case (11.8 ± 6.9 vs. 7.6 ± 9.7 mm), then consistently smaller with DIR in 10 patients. In the contrast-enhanced CT, the DSC was consistently bigger with DIR in all 15 patients, 54 cases in all (0.84 ± 0.06 vs. 0.92 ± 0.03). The fiducial registration error was smaller with RIR in 7 cases and DIR in 47 cases (11.0 ± 6.3 vs. 6.3 ± 7.3 mm), then consistently smaller with DIR in 12 patients. Conclusion: The DIR performance of MIM is therefore superior to that of RIR and its advantage is independent the term after PBT.