Quantitative index study on multi-modal image registration quality of pancreatic cancer
10.3781/j.issn.1000-7431.2023.2210-0689
- VernacularTitle:胰腺癌多模态图像配准质量的定量化指标研究
- Author:
Tingting LI
1
;
Yujie ZHANG
;
Lili WU
;
Yayu HUANG
;
Jianying ZHANG
Author Information
1. 复旦大学附属中山医院放疗科,上海 200032
- Keywords:
Pancreatic cancer;
Image fusion;
Rigid registration;
Deformation registration;
Anatomical landmarks
- From:
Tumor
2023;43(8):655-661
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To identify the anatomical landmarks with stable and consistent performance in both rigid and deformation registrations,and to investigate the feasibility that take them as the quantitative indexes for quantitative evaluation of multimodality image registration for pancreatic cancer in clinical practice. Methods:Twenty-five patients with pancreatic cancer were selected.Both the rigid and deformation registrations were performed between simulated CT and MRI T1-weighted images.Seven anatomical landmarks,which were left adrenal gland,portal vein,celiac trunk artery,superior mesenteric artery,lumbar vertebral body,inferior vena cava and abdominal aorta,were selected.The anatomical landmarks were marked on the simulated CT and the registered MRI,respectively.The distances between the geometric centers of each anatomical landmarks in two kinds of images were statistically analyzed.The Wilcoxon rank sum test was implemented to compare the differences between rigid and deformation registrations.In addition,the correlations between anatomical landmarks were analyzed as well. Results:The mean distances of centers for the seven anatomical markers under rigid registration ranged from 0.405 cm to 1.097 cm,while they ranged from 0.433 cm to 0.740 cm under deformation registration.There was no significant difference in the registration of anatomical markers between rigid and deformation registration,except the left adrenal gland.The registration differences of celiac trunk artery and abdominal aorta were of most stable in 25 patients.Correlation study showed that all anatomical markers except abdominal aorta and inferior vena cava were independent and significant. Conclusion:It is feasible to quantitatively evaluate the registration quality of multimodality image registration for pancreatic cancer by using anatomical landmarks.It is recommended to use celiac trunk artery and abdominal aorta as the anatomical markers in clinical procedure.They are both stable in rigid and deformation registration,and the correlation between them is low,with means they can be used as independent evaluation criteria.
