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Highly Sensitive Detection and Molecular Subtyping of Breast Cancer Cells Using Machine Learningassisted SERS Technology
Xinyu Miao Lei Xu Li Sun Yujiao Xie Jiahao Zhang Xiawei Xu Yue Hu Zhouxu Zhang Aochi Liu Zhiwei Hou Aiguo Wu Jie Lin
Nano Biomedicine & Engineering2025,Vol.17Issue(1):P.129-142,14.
Nano Biomedicine & Engineering2025,Vol.17Issue(1):P.129-142,14.DOI:10.26599/NBE.2025.9290113
Highly Sensitive Detection and Molecular Subtyping of Breast Cancer Cells Using Machine Learningassisted SERS Technology
摘要
关键词
surface-enhanced Raman spectroscopy(SERS)/human epidermal growth factor receptor 2(HER-2)/breast cancer/machine learning/gold nanoparticles(Au NPs)/bioprobes分类
医药卫生引用本文复制引用
Xinyu Miao,Lei Xu,Li Sun,Yujiao Xie,Jiahao Zhang,Xiawei Xu,Yue Hu,Zhouxu Zhang,Aochi Liu,Zhiwei Hou,Aiguo Wu,Jie Lin..Highly Sensitive Detection and Molecular Subtyping of Breast Cancer Cells Using Machine Learningassisted SERS Technology[J].Nano Biomedicine & Engineering,2025,17(1):P.129-142,14.基金项目
supporting from the National Science and Technology Major Project(No.2023ZD0500902) (No.2023ZD0500902)
National Natural Science Foundation of China(Nos.32311530040,12374390,32025021,and 31971292) (Nos.32311530040,12374390,32025021,and 31971292)
the member of Youth Innovation Promotion Association Foundation of CAS,China(No.2023310) (No.2023310)
the Key Scientific and Technological Special Project of Ningbo City(No.2023Z209) (No.2023Z209)
Ningbo Youth Science and Technology Innovation Leading Talents Project(No.2024QL029). (No.2024QL029)