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

• 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
• Institution: National University of Singapore

10.1155/2016/1603609