Rapid, non-invasive screening of keratitis based on Raman spectroscopy combined with multivariate statistical analysis
Xiaodong Xie, Cheng Chen, Tiantian Sun, Gulinur Mamati, Xinjuan Wan, Wenjuan Zhang, Rui Gao, Fangfang Chen, Wei Wu, Yangyang Fan, Xiaoyi Lv, Guohua Wu
Topics & Concepts
Principal component analysisPattern recognition (psychology)Dimensionality reductionArtificial intelligenceLinear discriminant analysisMultivariate statisticsSupport vector machineMultivariate analysisRaman spectroscopyFeature extractionKeratitisCurse of dimensionalityComputer scienceMathematicsStatisticsOpticsMedicineOphthalmologyPhysicsSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesBee Products Chemical Analysis