Suppr超能文献

融合规划 CT 和膀胱镜图像进行膀胱癌勾画:一项可行性研究。

Fusion of planning CT and cystoscopy images for bladder tumor delineation: a feasibility study.

机构信息

Department of Radiation Oncology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, 1066 CX Amsterdam, The Netherlands.

出版信息

Med Phys. 2013 May;40(5):051713. doi: 10.1118/1.4799842.

Abstract

PURPOSE

Bladder tumor delineation and localization during treatment are challenging problems in radiotherapy for bladder cancer. The purpose of this study is to investigate improvement of tumor delineation by the fusion of cystoscopy images with the planning CT-scan using lipiodol markers injected around the visible tumor during cystoscopy.

METHODS

A registration method was developed for the fusion of cystoscopy images with a planning CT-scan and was tested on a phantom and retrospectively on the imaging data of four bladder cancer patients. For the patients, small deposits of lipiodol were injected at the visible margin of the tumor or previous transurethral resection site during cystoscopy. These deposits were clearly visible on the planning CT-scan and served as markers for both tumor delineation and image guidance of the radiotherapy treatment. Here, the markers were used for the registration of cystoscopy images with the planning CT-scan. The registration procedure works as follows: First, coarse registrations were made to orient the cystoscopy image correctly, using the center of gravity of the markers, the center of the CT bladder, and one of N markers as fiducial points in a point matching procedure. Starting from these N orientations, full registrations are performed taking lens deformation into account. Since a cystoscopy image is 2D, each pixel corresponds to a line-of-sight. The distances between the CT markers and the lines-of-sight of the cystoscopy markers were minimized. The final cost function (the root mean square distance between corresponding CT markers and lines-of-sight) was used to quantify the quality of the registration. The registration with the lowest final cost was considered to represent the correct orientation. The CT-based tumor delineation was finally backprojected onto the cystoscopy image.

RESULTS

The fusion of cystoscopy images with a planning CT-scan succeeded for the phantom and three out of four patients. The fiducial registration error (FRE) for the phantom image registration based on five markers was 1.1 mm, while the target registration error was 1.2-1.7 mm. The FREs for the patient images were 0.1-3.6 mm. The registration procedure failed for one patient, since it was not possible to indicate unambiguously the corresponding lipiodol marker locations in the cystoscopy image and the planning CT-scan. The difference between the CT and cystoscopy defined tumor outlines clearly exceeded the registration accuracy.

CONCLUSIONS

Registration of cystoscopy images and planning CT-scan is feasible and allows for improvement of tumor delineation. However, the lipiodol injection protocol needs to be improved to facilitate identification of markers on both cystoscopy images and planning CT-scans.

摘要

目的

膀胱癌放疗过程中,膀胱肿瘤的勾画和定位是极具挑战性的问题。本研究旨在通过将膀胱镜图像与计划 CT 扫描融合,利用膀胱镜检查时在可见肿瘤周围注射的碘化油标记物来改善肿瘤勾画。

方法

我们开发了一种将膀胱镜图像与计划 CT 扫描融合的配准方法,并在体模和 4 例膀胱癌患者的回顾性影像数据上进行了测试。对于这些患者,在膀胱镜检查时,在可见肿瘤或先前经尿道切除部位的边缘处注射少量碘化油微滴。这些微滴在计划 CT 扫描上清晰可见,可作为肿瘤勾画和放疗治疗图像引导的标记物。在此,我们使用这些标记物来对膀胱镜图像与计划 CT 扫描进行配准。配准过程如下:首先,使用标记物的重心、CT 膀胱的中心和 N 个标记物中的一个作为基准点,进行点匹配程序,以正确定向膀胱镜图像。从这些 N 个方向开始,考虑到镜头变形,进行全配准。由于膀胱镜图像是二维的,每个像素对应一条视线。将 CT 标记物与膀胱镜标记物的视线之间的距离最小化。最后,使用总成本函数(对应 CT 标记物和视线之间的均方根距离)来量化配准的质量。具有最低最终成本的配准被认为代表正确的方位。最后,将基于 CT 的肿瘤勾画反投影到膀胱镜图像上。

结果

体模和 4 例患者中的 3 例成功实现了膀胱镜图像与计划 CT 扫描的融合。基于 5 个标记物的体模图像配准的基准点配准误差(FRE)为 1.1mm,而目标配准误差为 1.2-1.7mm。患者图像的 FRE 为 0.1-3.6mm。对于一名患者,由于无法在膀胱镜图像和计划 CT 扫描中明确指示相应的碘化油标记物位置,配准过程失败。CT 和膀胱镜定义的肿瘤轮廓之间的差异明显超过了配准精度。

结论

膀胱镜图像与计划 CT 扫描的配准是可行的,并且可以改善肿瘤勾画。然而,需要改进碘化油注射方案,以方便在膀胱镜图像和计划 CT 扫描上识别标记物。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验