• Acta Optica Sinica
  • Vol. 41, Issue 1, 0130001 (2021)
Yiming Zhu, Chenjun Shi, Xu Wu, and Yan Peng*
Author Affiliations
  • University of Shanghai for Science and Technology, Shanghai 200093, China
  • show less
    DOI: 10.3788/AOS202141.0130001 Cite this Article Set citation alerts
    Yiming Zhu, Chenjun Shi, Xu Wu, Yan Peng. Terahertz Spectroscopy Algorithms for Biomedical Detection[J]. Acta Optica Sinica, 2021, 41(1): 0130001 Copy Citation Text show less
    Different algorithms applied in terahertz spectroscopy
    Fig. 1. Different algorithms applied in terahertz spectroscopy
    Calibration and validation results for water content prediction using KPLS models[26].(a) Established by the transmission spectra; (b) established by the absorption spectra
    Fig. 2. Calibration and validation results for water content prediction using KPLS models[26].(a) Established by the transmission spectra; (b) established by the absorption spectra
    LOOCV-SVR prediction for BSA with various concentrations in the range from 0.5 to 35 mg/mL. (a) Distributions of actual and predicted concentrations, the valid value of horizontal axis is from 1 to 135 and represents 135 spectral measurement values; (b) actual concentrations against predicted concentrations
    Fig. 3. LOOCV-SVR prediction for BSA with various concentrations in the range from 0.5 to 35 mg/mL. (a) Distributions of actual and predicted concentrations, the valid value of horizontal axis is from 1 to 135 and represents 135 spectral measurement values; (b) actual concentrations against predicted concentrations
    The spectra of mixture made by L-Glu, D-MI, GABA and CMH[40].(a) Experimental results of mixture; (b) comparison between experiment result and calculation result
    Fig. 4. The spectra of mixture made by L-Glu, D-MI, GABA and CMH[40].(a) Experimental results of mixture; (b) comparison between experiment result and calculation result
    Score plot of the first two principle components for the EAE and normal monkey brain tissues[53]
    Fig. 5. Score plot of the first two principle components for the EAE and normal monkey brain tissues[53]
    Terahertz absorption spectra of ten mixture samples[61]; (a) Original spectra; (b) spectra after wavelet transform; (c) spectra after baseline correction by polynomial fitting
    Fig. 6. Terahertz absorption spectra of ten mixture samples[61]; (a) Original spectra; (b) spectra after wavelet transform; (c) spectra after baseline correction by polynomial fitting
    Yiming Zhu, Chenjun Shi, Xu Wu, Yan Peng. Terahertz Spectroscopy Algorithms for Biomedical Detection[J]. Acta Optica Sinica, 2021, 41(1): 0130001
    Download Citation