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Comparison of principal component analysis and biochemical component analysis in Raman spectroscopy for the discrimination of apoptosis and necrosis in K562 leukemia cells: errata |
Optics Express, Vol. 20, Issue 22, pp. 25041-25043 (2012)
http://dx.doi.org/10.1364/OE.20.025041
Acrobat PDF (789 KB)
Abstract
An error was made in performing PCA analysis that caused the scores and loadings of the principal components to be inaccurate. Corrected results for PCA analysis and the classification accuracies based on the scores of first three principal components are reported. Since the corrected PCs scores only cause small changes to the accuracy in cell death classification, these corrections do not change the main conclusion of this work.
© 2012 OSA
Y. H. Ong, M. Lim, and Q. Liu, “Comparison of principal component analysis and biochemical component analysis in Raman spectroscopy for the discrimination of apoptosis and necrosis in K562 leukemia cells,” Opt. Express 20(20), 22158–22171 (2012). [CrossRef] [PubMed]
| PC 1 | PC 2 | PC 3 | PC 4 | PC 5 | |
|---|---|---|---|---|---|
| PC 1 | 90.0% | 96.7% | 95% | 95.0% | 93.3% |
| PC 2 | 65.0% | 75% | 80.0% | 78.3% | |
| PC 3 | 60.0% | 70.0% | 71.7% | ||
| PC 4 | 66.7% | 71.7% | |||
| PC 5 | 58.3% |
References and links
Y. H. Ong, M. Lim, and Q. Liu, “Comparison of principal component analysis and biochemical component analysis in Raman spectroscopy for the discrimination of apoptosis and necrosis in K562 leukemia cells,” Opt. Express 20(20), 22158–22171 (2012). [CrossRef] [PubMed] |
OCIS Codes
(070.4790) Fourier optics and signal processing : Spectrum analysis
(300.6450) Spectroscopy : Spectroscopy, Raman
(180.5655) Microscopy : Raman microscopy
ToC Category:
Medical Optics and Biotechnology
History
Original Manuscript: October 16, 2012
Published: October 17, 2012
Citation
Yi Hong Ong, Mayasari Lim, and Quan Liu, "Comparison of principal component analysis and biochemical component analysis in Raman spectroscopy for the discrimination of apoptosis and necrosis in K562 leukemia cells: errata," Opt. Express 20, 25041-25043 (2012)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-20-22-25041
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