Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models

10.1155/2016/1603609

Saved in:

Bibliographic Details
Main Authors:	Liu, W, Sun, Z, Chen, J, Jing, C
Other Authors:	MATHEMATICS
Format:	Article
Published:	2020
Subjects:	Diagnosis Discriminant analysis Diseases Histology Least squares approximations Multivariant analysis Raman scattering Raman spectroscopy Tissue Colorectal cancer Diagnostic accuracy Discrimination model Linear discriminant analysis Multivariate data analysis Multivariate statistical method Partial least squares discriminant analyses (PLSDA) Pathological changes Principal component analysis analytical equipment Article cancer classification cancer diagnosis colorectal cancer comparative study controlled study diagnostic accuracy discriminant analysis human human tissue partial least squares regression principal component analysis Raman spectrometry statistical model
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/183365
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	National University of Singapore

id	sg-nus-scholar.10635-183365
record_format	dspace
spelling	sg-nus-scholar.10635-1833652024-11-10T14:58:08Z Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models Liu, W Sun, Z Chen, J Jing, C MATHEMATICS Diagnosis Discriminant analysis Diseases Histology Least squares approximations Multivariant analysis Raman scattering Raman spectroscopy Tissue Colorectal cancer Diagnostic accuracy Discrimination model Linear discriminant analysis Multivariate data analysis Multivariate statistical method Partial least squares discriminant analyses (PLSDA) Pathological changes Principal component analysis analytical equipment Article cancer classification cancer diagnosis colorectal cancer comparative study controlled study diagnostic accuracy discriminant analysis human human tissue partial least squares regression principal component analysis Raman spectrometry statistical model 10.1155/2016/1603609 Journal of Spectroscopy 2016 1603609 2020-11-10T08:05:24Z 2020-11-10T08:05:24Z 2016 Article Liu, W, Sun, Z, Chen, J, Jing, C (2016). Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models. Journal of Spectroscopy 2016 : 1603609. ScholarBank@NUS Repository. https://doi.org/10.1155/2016/1603609 23144920 https://scholarbank.nus.edu.sg/handle/10635/183365 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ Unpaywall 20201031
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Diagnosis Discriminant analysis Diseases Histology Least squares approximations Multivariant analysis Raman scattering Raman spectroscopy Tissue Colorectal cancer Diagnostic accuracy Discrimination model Linear discriminant analysis Multivariate data analysis Multivariate statistical method Partial least squares discriminant analyses (PLSDA) Pathological changes Principal component analysis analytical equipment Article cancer classification cancer diagnosis colorectal cancer comparative study controlled study diagnostic accuracy discriminant analysis human human tissue partial least squares regression principal component analysis Raman spectrometry statistical model
spellingShingle	Diagnosis Discriminant analysis Diseases Histology Least squares approximations Multivariant analysis Raman scattering Raman spectroscopy Tissue Colorectal cancer Diagnostic accuracy Discrimination model Linear discriminant analysis Multivariate data analysis Multivariate statistical method Partial least squares discriminant analyses (PLSDA) Pathological changes Principal component analysis analytical equipment Article cancer classification cancer diagnosis colorectal cancer comparative study controlled study diagnostic accuracy discriminant analysis human human tissue partial least squares regression principal component analysis Raman spectrometry statistical model Liu, W Sun, Z Chen, J Jing, C Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models
description	10.1155/2016/1603609
author2	MATHEMATICS
author_facet	MATHEMATICS Liu, W Sun, Z Chen, J Jing, C
format	Article
author	Liu, W Sun, Z Chen, J Jing, C
author_sort	Liu, W
title	Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models
title_short	Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models
title_full	Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models
title_fullStr	Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models
title_full_unstemmed	Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models
title_sort	raman spectroscopy in colorectal cancer diagnostics: comparison of pca-lda and pls-da models
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/183365
_version_	1821194351955410944

Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models

Similar Items