Mass Detection and Classification in Breast Ultrasound Image Using K-means Clustering Algorithm

被引：0
|
作者：
Moldovanu, Simona [1 ]
Moraru, Luminita [1 ]
机构：
[1] Fac Sci, Galati, Romania
来源：
2010 3RD INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND ELECTRONICS ENGINEERING (ISEEE) | 2010年
关键词：
Fractal dimension; k-mean algorithm;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This study highlights the connection between fractal dimension of small tumors of ultrasound breast and extraction knowledge from data using k-mean algorithm which provides the capability to discover new and meaningful information by using existing data. Fractal dimension was calculated by box count method which was applied on a breast ultrasound filtrated with five different filters. The study emphasizes the usefulness of fractal analysis and clustering fractal dimension in medicine.
引用
收藏
页码：197 / 200
页数：4
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