CLASSIFICATION OF THREE TYPES OF RED BLOOD CELLS IN PERIPHERAL BLOOD SMEAR BASED ON MORPHOLOGY

被引：0
|
作者：
Soltanzadeh, Ramin [1 ]
Rabbani, Hossein [1 ]
机构：
[1] Isfahan Univ Med Sci, Dept Biomed Engn, Esfahan, Iran
来源：
2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III | 2010年
关键词：
Morphological method; Peripheral blood smear; Elliptocytes; Discocytes; Echinocytes;
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：
Analysis of microscopic images is used in many fields of technology and medicine. In some medical experiments, some drugs, with known effects in red blood cells (R.B.Cs) membranes, are used to find out their activity. In addition, different diseases affect the appearance of R.B.Cs and cause the malfunction of the internal organs. In this paper, Elliptocytes, Discocytes and Echinocytes, which are three known R.B.Cs, are classified in a peripheral blood smear based on morphological methods. For this reason, a simple statistical analysis of distances of each edge pixel from mass center is employed. This method is 98.63% successful for Elliptocyte recognition, 96.7% successful for the normal Discocyte recognition and 95.36% successful for Echinocyte recognition.
引用
收藏
页码：707 / 710
页数：4
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