a Record control number 000260324100017

a ISSN 1002-0071

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number QY408

b Item number .I23 2008

a Personal name Khashman, Adnan,

h Medium Electronic Document

a Title IBCIS: Intelligent blood cell identification system.

c Statement of responsibility, etc Adnan Khashman.

c Date of publication, distribution, etc 2008.

b Name of publisher, distributor, etc Elsevier,

a Place of publication, distribution, etc New York :

a Summary, etc The analysis of blood cells in microscope images can provide useful information concerning the health of patients. There are three major blood cell types, namely, erythrocytes (red), leukocytes (white), and platelets. Manual classification is time consuming and susceptible to error due to the different morphological features of the cells. This paper presents an intelligent system that simulates a human visual inspection and classification of the three blood cell types. The proposed system comprises two phases: The image preprocessing phase where blood cell features are extracted via global pattern averaging, and the neural network arbitration phase where training is the first and then classification is carried out. Experimental results suggest that the proposed method performs well in identifying blood cell types regardless of their irregular shapes, sizes and orientation, thus providing a fast, simple and efficient rotational and scale invariant blood cell identification system which can be used in automating laboratory reporting. (C) 2008 National Natural Science Foundation of China and Chinese Academy of Sciences. Published by Elsevier Limited and Science in China Press. All rights reserved.

a Topical term or geographic name as entry element Near East University Article

a Topical term or geographic name as entry element Blood cells

a Topical term or geographic name as entry element Yakın Doğu Üniversitesi Makale

a Topical term or geographic name as entry element Intelligent identification

a Topical term or geographic name as entry element Neural network

g Relationship information OCT 10 2008, Vol 18 Issue 10, p1309-1314

t Title Progress In Natural Science-Materials International

x International Standard Serial Number 10020071

u Uniform Resource Identifier http://library.neu.edu.tr:2048/login?url=http://dx.doi.org/10.1016/j.pnsc.2008.03.026