Rapid diagnosis of diabetes based on ResNet and Raman spectroscopy
Jianying Wu, Xinyue Cui, Zhenping Kang, Shanshan Wang, Guoqiang Zhu, Shufen Yang, Shun Wang, Hongtao Li, Chen Lu, Xiaoyi Lv
Topics & Concepts
Linear discriminant analysisPrincipal component analysisDiabetes mellitusPattern recognition (psychology)Artificial intelligenceReceiver operating characteristicSmoothingMedicineDimensionality reductionSupport vector machineStatisticsComputer scienceAlgorithmMathematicsInternal medicineEndocrinologySpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesMetabolomics and Mass Spectrometry Studies