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Classification of multiple cancer types by combination of plasma-based near-infrared spectroscopy analysis and machine learning modeling

Jing Zhu, Chenxi Yang, Siyu Song, Ruting Wang, Liqiang Gu, Zhongjian Chen

2023Analytical Biochemistry11 citationsDOI

Topics & Concepts

Support vector machineArtificial intelligenceRandom forestTest setComputer scienceMachine learningPartial least squares regressionPattern recognition (psychology)CancerBinary classificationMedicineInternal medicineSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesOptical Imaging and Spectroscopy Techniques
Classification of multiple cancer types by combination of plasma-based near-infrared spectroscopy analysis and machine learning modeling | Litcius