K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening

K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening

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...

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Main Authors: Jainontee K., Lee V.S., Prasitwattanaseree S., Grudpan K.
Format: Article
Language:English
Published: 2014
Online Access:http://www.scopus.com/inward/record.url?eid=2-s2.0-84881236245&partnerID=40&md5=12ec7fbe8e54096162e8f667be916835
http://cmuir.cmu.ac.th/handle/6653943832/7129
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Institution: Chiang Mai University
Language: English
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spelling th-cmuir.6653943832-71292014-08-30T03:51:36Z K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening Jainontee K. Lee V.S. Prasitwattanaseree S. Grudpan K. 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. 2014-08-30T03:51:36Z 2014-08-30T03:51:36Z 2013 Article 16851994 10.12982/CMUJNS.2013.0013 http://www.scopus.com/inward/record.url?eid=2-s2.0-84881236245&partnerID=40&md5=12ec7fbe8e54096162e8f667be916835 http://cmuir.cmu.ac.th/handle/6653943832/7129 English
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
language English
description 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.
format Article
author Jainontee K.
Lee V.S.
Prasitwattanaseree S.
Grudpan K.
spellingShingle Jainontee K.
Lee V.S.
Prasitwattanaseree S.
Grudpan K.
K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
author_facet Jainontee K.
Lee V.S.
Prasitwattanaseree S.
Grudpan K.
author_sort Jainontee K.
title K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
title_short K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
title_full K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
title_fullStr K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
title_full_unstemmed K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
title_sort k-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
publishDate 2014
url http://www.scopus.com/inward/record.url?eid=2-s2.0-84881236245&partnerID=40&md5=12ec7fbe8e54096162e8f667be916835
http://cmuir.cmu.ac.th/handle/6653943832/7129
_version_ 1681420742978174976

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