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, Shuai Song, Zhigang Li, Peng Shan, Zhenhe Ma
Topics & Concepts
ChemistryConvolutional neural networkRaman spectroscopyPrincipal component analysisPattern recognition (psychology)ResidualMean squared errorBiological systemAnalytical Chemistry (journal)Artificial intelligenceCorrelation coefficientChromatographyStatisticsMathematicsComputer sciencePhysicsOpticsAlgorithmBiologySpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesBee Products Chemical Analysis