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首页|期刊导航|Nano Biomedicine & Engineering|Highly Sensitive Detection and Molecular Subtyping of Breast Cancer Cells Using Machine Learningassisted SERS Technology

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

Xinyu Miao 1Lei Xu 1Li Sun 1Yujiao Xie 1Jiahao Zhang 1Xiawei Xu 1Yue Hu 1Zhouxu Zhang 1Aochi Liu 1Zhiwei Hou 1Aiguo Wu 1Jie Lin1

作者信息

  • 1. Ningbo Key Laboratory of Biomedical Imaging Probe Materials and Technology,Laboratory of Advanced Theranostic Materials and Technology,Chinese Academy of Sciences(CAS)Key Laboratory of Magnetic Materials and Devices,Ningbo Institute of Materials Technology and Engineering,Chinese Academy of Sciences,Ningbo 315201,China Zhejiang International Cooperation Base of Biomedical Materials Technology and Application,Zhejiang Engineering Research Center for Biomedical Materials,Ningbo Cixi Institute of Biomedical Engineering,Ningbo 315300,China
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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)

Nano Biomedicine & Engineering

2097-3837

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