Innovative visualization and segmentation approaches for telemedicine

被引:0
|
作者
Nguyen, D. [1 ]
Roehrig, Hans [1 ]
Borders, Marisa H. [1 ,2 ]
Fitzpatrick, Kimberly A. [1 ,2 ]
Roveda, Janet [1 ]
机构
[1] Univ Arizona, Tucson, AZ 85721 USA
[2] UA Med Ctr Breast Imaging Ctr, Tucson, AZ 85719 USA
关键词
large volume of image data; segmentation; fuzzy affinity; the Voronoi Diagram; the Level Set model;
D O I
10.1117/12.2066183
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In health care applications, we obtain, manage, store and communicate using high quality, large volume of image data through integrated devices. In this paper we propose several promising methods that can assist physicians in image data process and communication. We design a new semi-automated segmentation approach for radiological images, such as CT and MRI to clearly identify the areas of interest. This approach combines the advantages from both the region-based method and boundary-based methods. It has three key steps compose: coarse segmentation by using fuzzy affinity and homogeneity operator, image division and reclassification using the Voronoi Diagram, and refining boundary lines using the level set model.
引用
收藏
页数:8
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