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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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