使用全球数据网格库评估超声颈动脉图像的计算机辅助诊断系统

M. A. Gutierrez, S. Lage, Jasper Lee, Zheng Zhou
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引用次数: 0

摘要

提出了一种计算颈动脉管腔和壁厚的计算机辅助诊断方法。CAD能够使用从血管边界自动获得的活动轮廓的最小二乘拟合来测量超声颈动脉图像中的管腔和斑块表面的几何形状。为了评估该方法,我们将30例患者的超声图像序列提交给该程序。这些图像存储在由三个国际站点组成的国际数据网格存储库中:美国南加州大学IPI实验室;巴西圣保罗大学心脏研究所和香港理工大学。这三个选定的站点都与高速国际网络相连,包括互联网和巴西国家研究和教育网(RNP2)。采用数据网格存储、备份和共享超声图像和分析结果,提供了一个大规模的虚拟数据系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Computer-Aided Diagnostic System using a Global Data Grid Repository for the Evaluation of Ultrasound Carotid Images
A computer-aided diagnostic (CAD) method of calculating lumen and wall thickness of carotid vessels is presented. The CAD is able to measure the geometry of the lumen and plaque surfaces in ultrasound carotid images using a least-square fitting of the active contours obtained automatically from the vessels border. To evaluate the approach, ultrasound image sequences from 30 patients were submitted to the procedure. The images were stored on an international data grid repository that consists of three international sites: IPI Laboratory at University of Southern California, USA; Heart Institute at University Sao Paulo, Brazil, and Hong Kong Polytechnic University, Hong Kong. The three chosen sites are connected with high speed international networks including the Internet, and the Brazilian 'National Research and Education Network (RNP2). The Data Grid was used to store, backup, and share the ultrasound images and analysis results, which provided a large-scale and a virtual data system.
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