Zhigang Li

Quantitative analysis of Raman spectra for glucose concentration in human blood using Gramian angular field and convolutional neural network

Qiaoyun Wang, Feifei Pian, Mingxuan Wang et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2022 · 46 citations

Natural Sciences, Biochemistry, Chemistry +17

A shallow convolutional neural network with elastic nets for blood glucose quantitative analysis using Raman spectroscopy

Feifei Pian, Qiaoyun Wang, Mingxuan Wang et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2021 · 37 citations

Natural Sciences, Bioengineering, Biomedical Engineering +16

High-precision prediction of blood glucose concentration utilizing Fourier transform Raman spectroscopy and an ensemble machine learning algorithm

Shuai Song, Qiaoyun Wang, Xin Zou et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2023 · 26 citations

Computing, Bioengineering, Biomedical Engineering +17

Reagent-free simultaneous determination of glucose and cholesterol in whole blood by FTIR-ATR

Zhigang Li, Hong Lv, Tianhe Li et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2017 · 25 citations

Agriculture, Biochemistry, Analytical Chemistry +6

Simultaneous detection of glucose, triglycerides, and total cholesterol in whole blood by Fourier-Transform Raman spectroscopy

Qiaoyun Wang, Guangfei Wu, Feifei Pian et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2021 · 25 citations

Natural Sciences, Biochemistry, Chemistry +14