Artificial Intelligence-Powered Surface-Enhanced Raman Spectroscopy for Biomedical Applications

被引:6
作者
Bi, Xinyuan [1 ,2 ]
Ai, Xiyue [1 ]
Wu, Zongyu [1 ]
Lin, Linley Li [1 ]
Chen, Zhou [1 ,2 ,3 ]
Ye, Jian [1 ,2 ,3 ,4 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai 200030, Peoples R China
[2] Shanghai Jiao Tong Univ, Sichuan Res Inst, Chengdu 610213, Peoples R China
[3] Shanghai Jiao Tong Univ, Inst Med Robot, Shanghai 200240, Peoples R China
[4] Shanghai Jiao Tong Univ, Ren Ji Hosp, Sch Med, Shanghai Key Lab Gynecol Oncol, Shanghai 200127, Peoples R China
基金
中国国家自然科学基金;
关键词
LABEL-FREE DETECTION; ANALYSIS PLATFORM; SINGLE-MOLECULE; GRAPHENE OXIDE; IN-VIVO; SCATTERING; SILVER; SERS; IDENTIFICATION; NANOPARTICLES;
D O I
10.1021/acs.analchem.4c06584
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
[No abstract available]
引用
收藏
页码:6826 / 6846
页数:21
相关论文
共 224 条
[1]   Rapid qualitative and quantitative analysis of benzo( b )fluoranthene (BbF) in shrimp using SERS-based sensor coupled with chemometric models [J].
Adade, Selorm Yao-Say Solomon ;
Lin, Hao ;
Johnson, Nana Adwoa Nkuma ;
Sun, Qianqian ;
Nunekpeku, Xorlali ;
Ahmad, Waqas ;
Kwadzokpui, Bridget Ama ;
Ekumah, John -Nelson ;
Chen, Quansheng .
FOOD CHEMISTRY, 2024, 454
[2]   A Hybrid RSM-ANN-GA Approach on Optimization of Ultrasound-Assisted Extraction Conditions for Bioactive Component-Rich Stevia rebaudiana (Bertoni) Leaves Extract [J].
Ameer, Kashif ;
Ameer, Saqib ;
Kim, Young-Min ;
Nadeem, Muhammad ;
Park, Mi-Kyung ;
Murtaza, Mian Anjum ;
Khan, Muhammad Asif ;
Nasir, Muhammad Adnan ;
Mueen-Ud-Din, Ghulam ;
Mahmood, Shahid ;
Kausar, Tusneem ;
Abubakar, Muhammad .
FOODS, 2022, 11 (06)
[3]   Multiplexed molecular imaging with surface enhanced resonance Raman scattering nanoprobes reveals immunotherapy response in mice via multichannel image segmentation [J].
Andreou, Chrysafis ;
Plakas, Konstantinos ;
Berisha, Naxhije ;
Gigoux, Mathieu ;
Rosch, Lauren E. ;
Mirsafavi, Rustin ;
Oseledchyk, Anton ;
Pal, Suchetan ;
Zamarin, Dmitriy ;
Merghoub, Taha ;
Detty, Michael R. ;
Kircher, Moritz F. .
NANOSCALE HORIZONS, 2022, 7 (12) :1540-1552
[4]   Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE) [J].
Anowar, Farzana ;
Sadaoui, Samira ;
Selim, Bassant .
COMPUTER SCIENCE REVIEW, 2021, 40
[5]  
Atta S, 2023, ANALYST, V148, P5105, DOI [10.1039/d3an00636k, 10.1039/D3AN00636K]
[6]   Solution-Based Ultra-Sensitive Surface-Enhanced Raman Scattering Detection of the Toxin Bacterial Biomarker Pyocyanin in Biological Fluids Using Sharp-Branched Gold Nanostars [J].
Atta, Supriya ;
Vo-Dinh, Tuan .
ANALYTICAL CHEMISTRY, 2023, 95 (05) :2690-2697
[7]  
Balakrishnan, 2018, ARXIV
[8]   Speeded-Up Robust Features (SURF) [J].
Bay, Herbert ;
Ess, Andreas ;
Tuytelaars, Tinne ;
Van Gool, Luc .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2008, 110 (03) :346-359
[9]   pyComBat, a Python']Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods [J].
Behdenna, Abdelkader ;
Colange, Maximilien ;
Haziza, Julien ;
Gema, Aryo ;
Appe, Guillaume ;
Azencott, Chloe-Agathe ;
Nordor, Akpeli .
BMC BIOINFORMATICS, 2023, 24 (01)
[10]   Analytical results for enhancement factor (EF) of surface enhanced Raman spectroscopy (SERS) for two metallic spheres and nano-shells [J].
Ben-Aryeh, Y. .
AIP ADVANCES, 2023, 13 (03)