A shallow convolutional neural network with elastic nets for blood glucose quantitative analysis using Raman spectroscopy
Feifei Pian, Qiaoyun Wang, Mingxuan Wang, Peng Shan, Zhigang Li, Zhenhe Ma
Topics & Concepts
Mean squared errorConvolutional neural networkRaman spectroscopyChemistryBiological systemRobustness (evolution)ResidualPartial least squares regressionSpectroscopyAnalytical Chemistry (journal)Coefficient of determinationCalibrationArtificial neural networkArtificial intelligencePattern recognition (psychology)Computer scienceAlgorithmStatisticsChromatographyMachine learningMathematicsOpticsBiochemistryPhysicsQuantum mechanicsGeneBiologySpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesMetabolomics and Mass Spectrometry Studies