Application of GA-SVM method combined with serum Near-Infrared spectroscopy in the screening of breast cancer

Yu Du,Fei Xie,Guohua Wu,Longfei Yin,Yang Yang, Xuege Hu,Shu Wang

Frontiers in Optics + Laser Science 2022 (FIO, LS)（2022）

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摘要

Serum near-infrared spectroscopy combined with the support vector machine algorithm was used for breast cancer screening. The genetic algorithm was used to optimize the support vector machine parameters to further improve the classification accuracy.

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关键词

breast cancer,screening,ga-svm,near-infrared

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