DocumentCode
333623
Title
The blood cell counting and classification from stationary suspensions by laser light scattering method
Author
Yang, Ye ; Zhang, Zhen-xi ; Yang, Xin-Hui ; Jiang, Da-Zong
Author_Institution
Inst. of Biomed. Eng., Xi´´an Jiaotong Univ., China
Volume
4
fYear
1998
fDate
29 Oct-1 Nov 1998
Firstpage
1885
Abstract
In order to overcome the disadvantages caused by the flow principle used in automatic counting and classification of blood cells, a new method of counting and classification of blood cells is presented in this paper. This method is a laser light scattering method from stationary suspensions. The blood cell is simulated by an isotropic sphere, and Mie scattering theory is used to describe the scattering of blood cells. In order to get the size distribution of blood cells from their scattered light intensity distribution, the NNLS method combined with Powell method and precision punishment method are used. The dependence between blood cell concentration and its scattered light intensity is obtained from experiment. It is shown that there exists a linear relationship between them. By this new method, the size distribution of red blood cells and white blood cells are obtained, and the white blood cells can be classified as lymphocyte, middle-sized cells and neutrocyte
Keywords
biomedical measurement; blood; cellular biophysics; laser applications in medicine; least squares approximations; light scattering; size measurement; suspensions; Mie scattering theory; Powell method; blood cell classification; blood cell counting; cell diameter; cell size distribution; flow cytometry; isotropic sphere; laser light scattering method; linear relationship; lymphocyte; middle-sized cells; neutrocyte; nonnegative constraint least square method; precision punishment method; red blood cells; scattered light intensity distribution; stationary suspensions; white blood cells; Cells (biology); Electrical resistance measurement; Fluid flow measurement; Laser theory; Laser transitions; Light scattering; Mie scattering; Red blood cells; Suspensions; White blood cells;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location
Hong Kong
ISSN
1094-687X
Print_ISBN
0-7803-5164-9
Type
conf
DOI
10.1109/IEMBS.1998.746964
Filename
746964
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