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Zhigang Li

Observed name: Li Zhigang
ORCID: 0000-0001-5712-8994
Observed ORCID: 0000-0001-5712-8994
OpenAlex ID: A5100363789
Quantitative analysis of Raman spectra for glucose concentration in human blood using Gramian angular field and convolutional neural network
2022 · Qiaoyun Wang, Feifei Pian, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 48
A shallow convolutional neural network with elastic nets for blood glucose quantitative analysis using Raman spectroscopy
2021 · Feifei Pian, Qiaoyun Wang, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 34
Development and validation of machine learning models with blood-based digital biomarkers for Alzheimer’s disease diagnosis: a multicohort diagnostic study
2025 · Bin Jiao, Ziyu Ouyang, et al. · EClinicalMedicine · 31
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Reagent-free simultaneous determination of glucose and cholesterol in whole blood by FTIR-ATR
2017 · Zhigang Li, Hong Lv, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 28
High-precision prediction of blood glucose concentration utilizing Fourier transform Raman spectroscopy and an ensemble machine learning algorithm
2023 · Shuai Song, Qiaoyun Wang, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 27
Simultaneous detection of glucose, triglycerides, and total cholesterol in whole blood by Fourier-Transform Raman spectroscopy
2021 · Qiaoyun Wang, Guangfei Wu, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 26
New insights: Discovery of microplastics in human bone and skeletal muscle
2024 · Shuai Lu, Yongjie Wei, et al. · The Innovation Medicine · 15
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An extreme learning machine optimized by differential evolution and artificial bee colony for predicting the concentration of whole blood with Fourier Transform Raman spectroscopy
2023 · Qiaoyun Wang, Shuai Song, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 15
High-sensitivity acetylene detection system using ellipsoid multi-pass cell (EMPC) based on the opposite dual optical source
2021 · Hao Pan, Qiaoyun Wang, et al. · Infrared Physics & Technology · 14
Unsupervised model adaptation for multivariate calibration by domain adaptation-regularization based kernel partial least square
2023 · Peng Shan, Yiming Bi, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 12
Strategy for constructing calibration sets based on a derivative spectra information space consensus
2016 · Zhigang Li, Jiemin Liu, et al. · Chemometrics and Intelligent Laboratory Systems · 12
γ-polyglutamic acid fermentation monitoring with ATR-FTIR spectroscopy based on a shallow convolutional neural network combined with data augmentation and attention module
2023 · Peng Shan, Longxing Liu, et al. · Chemometrics and Intelligent Laboratory Systems · 11
High repetition-rate laser-induced breakdown spectroscopy combined with two-dimensional correlation method for analysis of sea-salt aerosols
2024 · Boyang Xue, Zhangjun Wang, et al. · Spectrochimica Acta Part B Atomic Spectroscopy · 10
Self-organizing maps-based generalized feature set selection for model adaption without reference data for batch process
2021 · Peng Shan, Zhigang Li, et al. · Analytica Chimica Acta · 10
Toward Reagent-Free Discrimination of Alzheimer’s Disease Using Blood Plasma Spectral Digital Biomarkers and Machine Learning
2023 · Zhigang Li, Hao Wu, et al. · Journal of Alzheimer s Disease · 8
Improved Quantitative Analysis of Spectra Using a New Method of Obtaining Derivative Spectra Based on a Singular Perturbation Technique
2015 · Zhigang Li, Qiaoyun Wang, et al. · Applied Spectroscopy · 8
Triglyceride and high density lipoprotein cholesterol concentrations quantitative analysis in whole blood by FTIR-ATR spectroscopy and FT-Raman spectroscopy
2018 · Zhigang Li, Xifa Lan, et al. · Analytical Methods · 7
SSA-classifier based screening study for Alzheimer’s disease
2025 · Zihao Qi, Zhigang Li, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 5
Metadevices with Potential Practical Applications
2019 · Yafei Li, Jiangtao Lv, et al. · Molecules · 5
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Improved discrimination of COVID-19 based on data enhancement technology and an information balance feature selection (INB) method
2023 · Dean Hu, Zhigang Li, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 4
Machine-Learning-Assisted Design Optimization of T-Type Photoacoustic Cell for Enhanced Acetylene Detection in Photoacoustic Spectroscopy
2025 · Ziheng Zhu, Qiaoyun Wang, et al. · IEEE Transactions on Instrumentation and Measurement · 2
Quantitative analysis of biofluids based on hybrid spectra space
2017 · Zhigang Li, Tianhe Li, et al. · Chemometrics and Intelligent Laboratory Systems · 2
Piecewise fractional differential Whittaker smoother algorithm for ATR-FTIR spectra of complex mixed solutions
2025 · Peng Shan, Menghao Zhi, et al. · Measurement · 1
Spectral domain optical coherence tomography for imaging human skin in vivo
2012 · Ma Zhenhe, Li Zhigang, et al. · 1
A novel adaptive tracking algorithm for maneuvering targets
2010 · Zhigang Li, Hongjun Duan · 1
Works count: 27
Citation count: 337
H-index: 11
I10-index: 14
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