Portable, intelligent MIECL sensing platform for ciprofloxacin detection using a fast convolutional neural networks-assisted Tb@Lu2O3 nanoemitter

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成果类型：

期刊论文

作者：

Lu, Zhiwei;Gong, Yonghui;Shen, Chengao;Chen, Haoran;Zhu, Weiling;...

通讯作者：

Rao, HB;Liu, X

作者机构：

[Chen, Haoran; Shen, Chengao; Sun, Mengmeng; Wu, Chun; Su, Gehong; Wang, Yanying; Rao, HB; Gong, Yonghui; Wang, Xianxing; Lu, Zhiwei; Rao, Hanbing; Zhu, Weiling] Sichuan Agr Univ, Coll Sci, Xin Kang Rd, Yaan 625014, Peoples R China.

[Liu, Tao] Sichuan Agr Univ, Coll Informat Engn, Xin Kang Rd, Yaan 625014, Peoples R China.

[Ye, Jianshan] South China Univ Technol, Sch Chem & Chem Engn, Guangzhou 510641, Peoples R China.

[Liu, Xin] Wuhan Polytech Univ, Coll Food Sci & Engn, Hubei Key Lab Proc & Transformat Agr Prod, Wuhan 430023, Peoples R China.

通讯机构：

[Rao, HB ] S

[Liu, X ] W

Sichuan Agr Univ, Coll Sci, Xin Kang Rd, Yaan 625014, Peoples R China.

Wuhan Polytech Univ, Coll Food Sci & Engn, Hubei Key Lab Proc & Transformat Agr Prod, Wuhan 430023, Peoples R China.

语种：

英文

关键词：

Artificial intelligence;Ciprofloxacin;Electrochemiluminescence;Molecularly imprinted polymers;Residual neural network

期刊：

Food Chemistry

ISSN：

0308-8146

年：

2024

卷：

444

页码：

138656

DOI：

10.1016/j.foodchem.2024.138656

基金类别：

National key research and development program of China [2022YFF1102500]; National Natural Science Foundation of China [22104102, 32371522, 32271352]; Natural Science Foundation of Sichuan Province [2023NSFSC0618, 2022NSFSC1266, 2022NSFSC1924]; Two-Way Support Team Programs of Sichuan Agricultural University [P202105]

机构署名：

本校为通讯机构

院系归属：

食品科学与工程学院

摘要：

Environmental pollution caused by ciprofloxacin is a major problem of global public health. A machine learning-assisted portable smartphone-based visualized molecularly imprinted electrochemiluminescence (MIECL) sensor was developed for the highly selective and sensitive detection of ciprofloxacin (CFX) in food. To boost the efficiency of electrochemiluminescence (ECL), oxygen vacancies (OVs) enrichment was introduced into the flower-like Tb@Lu(2)O(3) nanoemitter. With the specific recognition reaction between MIP as capture probes and CFX as d...

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Portable, intelligent MIECL sensing platform for ciprofloxacin detection using a fast convolutional neural networks-assisted Tb@Lu2O3 nanoemitter

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