Title :
The Classification of White Blood Cells
Author_Institution :
Department of Electrical Engineering and the Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, Mass. 02139.
fDate :
7/1/1972 12:00:00 AM
Abstract :
The simulation of a system to perform an automated leukocyte differential has been achieved through the measurement of certain features or parameters on the cell image. Using photomicrographs on Kodachrome II-A film of Wright´s stained leukocytes, the following four features have successfully separated five normal cell types (neutrophil, eosinophil, basophil, lymphocyte, and monocyte): 1) nucleus size; 2) nucleus color; 3) cytoplasm size; 4) cytoplasm color.
Keywords :
Automatic testing; Automation; Cells (biology); Covariance matrix; Glass; Image color analysis; Optical films; Performance evaluation; Statistical analysis; White blood cells; Automation; Humans; Leukocyte Count; Leukocytes; Mathematics; Methods; Staining and Labeling;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1972.324072