CLASSIFICATION OF THREE TYPES OF RED BLOOD CELLS IN PERIPHERAL BLOOD SMEAR BASED ON MORPHOLOGY
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.
Morphological method Peripheral blood smear Elliptocytes Discocytes Echinocytes
Ramin Soltanzadeh Hossein Rabbani
Department of Biomedical Engineering, Isfahan University of Medical Sciences, Isfahan, IRAN
国际会议
2010 IEEE 10th International Conference on Signal Processing(第十届信号处理国际会议 ICSP 2010)
北京
英文
707-710
2010-08-24（万方平台首次上网日期，不代表论文的发表时间）