Please use this identifier to cite or link to this item: http://cmuir.cmu.ac.th/jspui/handle/6653943832/53027
Title: K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
Authors: Karuna Jainontee
Vannajan Sanghiran Lee
Sukon Prasitwattanaseree
Kate Grudpan
Authors: Karuna Jainontee
Vannajan Sanghiran Lee
Sukon Prasitwattanaseree
Kate Grudpan
Keywords: Multidisciplinary
Issue Date: 13-Aug-2013
Abstract: Investigation has been made in applying chemometric treatment of unbiased approaches to classify signals in osmotic fragility test for thalassemia screening. K-means clustering and hierarchical clustering analysis coupled with linear discriminant analysis were the chemometric techniques employed in this work. A knowledge determined from conventional approaches in osmotic fragility test together with multivariate analysis provides a complementary tool and novel approach for disease diagnosis.
URI: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84881236245&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/53027
ISSN: 16851994
Appears in Collections:CMUL: Journal Articles

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