A FUZZY COMPUTER AIDED DIAGNOSIS SYSTEM USING BREAST THERMOGRAPHY

被引：0
|
作者：
Calderon-Contreras, Jorge D. [1 ]
Chacon-Murguia, Mario I. [1 ]
Villalobos-Montiel, Adrian J. [1 ]
Ortega-Maynez, Leticia [2 ]
机构：
[1] Chihuahua Inst Technol, Visual Percept Applicat Robot Lab, Chihuahua, Chih, Mexico
[2] Univ Autonoma Ciudad Juarez, Cd Juarez, Chih, Mexico
来源：
2015 IEEE 12TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) | 2015年
关键词：
Breast; Computer-aided detection and diagnosis (CAD); Image segmentation; Thermal imaging;
D O I：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
In this article, a novel model of computer aided diagnosis (CAD) system through breast thermography is proposed with the purpose of diagnosing breast cancer. There are two main factors that were considered in our system: the data base for the design and the type of inputs used for the classifiers. The suggested model is based on a fuzzy classifier using statistical features. The results of the CAD system were compared to the pathological state of the patients' tissues, and showed satisfactory results allowing distinction between cancerous and healthy tissues, with a sensitivity of 82.35% and a
引用
收藏
页码：105 / 108
页数：4
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