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: Karuna Jainontee, Vannajan Sanghiran Lee, Sukon Prasitwattanaseree, Kate Grudpan
Format: Journal
Published: 2018
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84881236245&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/47731
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Institution: Chiang Mai University
id th-cmuir.6653943832-47731
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spelling th-cmuir.6653943832-477312018-04-25T08:43:17Z K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening Karuna Jainontee Vannajan Sanghiran Lee Sukon Prasitwattanaseree Kate Grudpan 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. 2018-04-25T08:43:17Z 2018-04-25T08:43:17Z 2013-08-13 Journal 16851994 2-s2.0-84881236245 10.12982/CMUJNS.2013.0013 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84881236245&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/47731
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
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 Journal
author Karuna Jainontee
Vannajan Sanghiran Lee
Sukon Prasitwattanaseree
Kate Grudpan
spellingShingle Karuna Jainontee
Vannajan Sanghiran Lee
Sukon Prasitwattanaseree
Kate Grudpan
K-means clustering and hierarchical cluster analysis coupled with linear discriminant analysis to classify signals in osmotic fragility test for thalassemia screening
author_facet Karuna Jainontee
Vannajan Sanghiran Lee
Sukon Prasitwattanaseree
Kate Grudpan
author_sort Karuna Jainontee
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 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84881236245&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/47731
_version_ 1681423116837847040

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