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Serum analysis based on SERS combined with 2D convolutional neural network and Gramian angular field for breast cancer screening

Nuo Cheng, Yan Gao, Shaowei Ju, Xiangwei Kong, Jiugong Lyu, Lijie Hou, Lihong Jin, Bingjun Shen

2024Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy19 citationsDOI

Topics & Concepts

Artificial intelligenceConvolutional neural networkPattern recognition (psychology)Computer scienceDeep learningSupport vector machineBreast cancerLinear discriminant analysisReceiver operating characteristicPrincipal component analysisMachine learningCancerMedicineInternal medicineSpectroscopy Techniques in Biomedical and Chemical ResearchGold and Silver Nanoparticles Synthesis and ApplicationsSpectroscopy and Chemometric Analyses
Serum analysis based on SERS combined with 2D convolutional neural network and Gramian angular field for breast cancer screening | Litcius