Classification of micro-backscattering spectra of liver cancer cell based on PCA and SVM algorithm

Cheng WANG; Jiyi SHI; Gang ZHENG; Huazhong XIANG; Minghui CHEN; Dawei ZHANG

doi:10.3969/j.issn.1005-5630.2020.02.005

Journals >Optical Instruments >Volume 42 >Issue 2 >Page 26 > Article

Optical Instruments
Vol. 42, Issue 2, 26 (2020)

Classification of micro-backscattering spectra of liver cancer cell based on PCA and SVM algorithm

Cheng WANG¹, Jiyi SHI¹, Gang ZHENG¹, Huazhong XIANG¹..., Minghui CHEN¹ and Dawei ZHANG^2,3,*|Show fewer author(s)

Author Affiliations

¹Institute of Biomedical Optics & Optometry, University of Shanghai for Science and Technology, Shanghai 200093, China

²Shanghai Key Laboratory of Modern Optical System, University of Shanghai for Science and Technology, Shanghai 200093, China

³Engineering Research Center of Optical Instruments and Systems，Ministry of Education, University of Shanghai for Science and Technology, Shanghai 200093, China

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DOI: 10.3969/j.issn.1005-5630.2020.02.005 Cite this Article

Cheng WANG, Jiyi SHI, Gang ZHENG, Huazhong XIANG, Minghui CHEN, Dawei ZHANG. Classification of micro-backscattering spectra of liver cancer cell based on PCA and SVM algorithm[J]. Optical Instruments, 2020, 42(2): 26 Copy Citation Text

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References

[5] WANG C, LI Y, LIU G. Fiber confocal back-scattering micro-spectral analysis for single cell[J]. Technology in Cancer Research & Treatment, 10, 457-463(2011).

[6] SAKASHITA M, INOUE H, KASHIDA H. Virtual histology of colorectal lesions using laser-scanning confocal microscopy[J]. Endoscopy, 35, 1033-1038(2003).

[7] PAHLEVANINEZHAD H, KHORASANINEJAD M, HUANG Y W. Nano-optic endoscope for high-resolution optical coherence tomography in vivo[J]. Nature Photonics, 12, 540-547(2018).

[8] WANG C, GUO X D, FANG B Y. Study of back-scattering microspectrum for stomach cells at single-cell scale[J]. Journal of Biomedical Optics, 15, 040505(2010).