Rapid identification of cervical adenocarcinoma and cervical squamous cell carcinoma tissue based on Raman spectroscopy combined with multiple machine learning algorithms
Huiting Zhang, Cheng Chen, Rui Gao, Ziwei Yan, Zhimin Zhu, Bo Yang, Chen Chen, Xiaoyi Lv, Hongyi Li, Zhixiong Huang
Topics & Concepts
Extreme learning machineArtificial intelligencePrincipal component analysisIsomapLinear discriminant analysisKernel principal component analysisPattern recognition (psychology)BackpropagationComputer scienceFeature extractionDimensionality reductionArtificial neural networkAlgorithmMathematicsSupport vector machineNonlinear dimensionality reductionKernel methodSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesDigital Imaging for Blood Diseases