A Novel Semantic-based CAD System for Mammography

被引：0

作者：

Tang Xiaojian ^{[1
]}

Xu Xiangmin ^{[1
]}

Zhou Weiqiang ^{[1
]}

Mao Yunfeng ^{[1
]}

机构：

[1] S China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Guangdong, Peoples R China

来源：

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY | 2008年

关键词：

D O I：

10.1109/ICCSIT.2008.130

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A semantic-based CAD system for mammography is proposed Semantic layer is added to the computer aided diagnosis procedure by comprehend the lesion symptom of mammogram and clinical information. This provides doctor a complete and standardization semantic interpretation of the case. Final result is obtained through the synthetic analysis of the acquired semantic information by a Bayesian semantic network which constructed under direction of the experts. Besides, the result is graded according to the BI-RADS rating system. Preliminary experiments demonstrate that the system is conducive to the interaction with doctor It capable to provide assistant diagnosis for a whole mammary disease case other than a single X-ray image.

引用

页码：97 / 101

页数：5

共 3 条

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