Automatic recognition of acute myelogenous leukemia in blood microscopic images using K-means clustering and support vector machine

Automatic recognition of acute myelogenous leukemia in blood microscopic images using K-means clustering and support vector machine

Acute myelogenous leukemia (AML) is a subtype of acute leukemia, which is characterized by the accumulation of myeloid blasts in the bone marrow. Careful microscopic examination of stained blood smear or bone marrow aspirate is still the most significant diagnostic methodology for initial AML screen...

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Bibliographic Details
Main Authors: Fatemeh Kazemi, Tooraj Abbasian Najafabadi, Babak Nadjar Araabi
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2016-01-01
Series:Journal of Medical Signals and Sensors
Subjects:
Acute myelogenous leukemia
automation
bone marrow
cytoplasm
k-means clustering
support vector machine
Online Access:http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2016;volume=6;issue=3;spage=183;epage=193;aulast=Kazemi

Internet

http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2016;volume=6;issue=3;spage=183;epage=193;aulast=Kazemi

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