设为首页 |  加入收藏
首页首页 期刊简介 消息通知 编委会 电子期刊 投稿须知 广告合作 联系我们
基于区域生长法的三维心血管模型的分割

Reconstruction of coronary blood vessels based on 3D region growing algorithm

作者: 谭启路  程云章 
单位:上海理工大学医疗器械与食品学院(上海200093)
关键词: 三维重建;光线投射法;区域生长法;体绘制;图像分割 
分类号:R318.04
出版年·卷·期(页码):2016·35·5(469-475)
摘要:

目的 医学图像能够反映人体各组织的生理或病理性的结构信息和功能信息,根据图像序列,对患者心血管组织进行三维重建,可以方便医生对血管的病灶部位做出准确诊断。本文将区域生长法(region growing method, RGM)在二维图像的基础上用于三维,并比较RGM的3种子方法对心血管模型进行三维分割的效果。方法 结合VTK(Visualization Toolkit)与ITK(Insight Segmentation and Registration Toolkit)函式库,首先利用光线投射法(ray casting, RC)对患者的CT扫描图像序列进行三维重建,得到患者胸腔三维模型;之后分别利用区域生长法中连通阈值、置信连接和邻域连接3种算法进行三维分割处理,得到患者心血管模型的仿真结果。结果 三维重建仿真技术,具有直观重现心血管造影序列所描述的人体胸腔部位各组织的可能性;3种分割算法的比较显示,邻域连接法相比于其他两种算法,模型的解剖结构信息丢失程度较大,血管树的分支数目及管径也明显偏小。结论 使用VTK与ITK函式库,通过光线投射法的体绘制技术和区域生长法的图像分割技术,可以建立患者的心血管模型;区域生长法中的连通阈值和置信连接算法,对结果的细节保留程度最大。


Objective A medical image can reflect the physiological and pathological information of the body tissues in both structural and functional aspects. In this paper, three-dimensional reconstruction of the heart and cardiovascular system is performed on the basis of a series of medical images to assist surgeons. In this paper, region growing method is used in a three-dimensional model, and three sub-methods of it are compared in the segmentation effect of the cardiovascular system model. Methods Combined with the software package of VTK (Visualization Toolkit) and ITK (Insight Segmentation and Registration Toolkit), this paper firstly uses ray casting method to implement three-dimensional reconstruction of a series of CT scanning images to generate a model of thoracic cavity; subsequently utilizes three forms (confidence connecting, neighborhood connecting and connected threshold) of 3D region growing method to segment the images, in order to obtain the simulation result of the cardiovascular system model. Results It is possible to use 3D-reconstruction technology to realize the reconstruction procedure of tissues in a human chest described by the cardioangiography sequences. Due to the comparison of the three segmentation forms, neighborhood connecting contributes a rough model which loses much more information about the anatomical structure, besides, the vessel branches are less and the vessel diameter is smaller. Conclusions By using VTK and ITK, cardiovascular system model can be constructed via the technology of volume rendering and image segmentation under the guidance of ray casting method and 3D region growing method; the connected threshold algorithm and confidence connecting algorithm preserve more details.

参考文献:

服务与反馈:
文章下载】【加入收藏
提示:您还未登录,请登录!点此登录
 
友情链接  
地址:北京安定门外安贞医院内北京生物医学工程编辑部
电话:010-64456508  传真:010-64456661
电子邮箱:llbl910219@126.com