Recent advances of metal cluster-based SERS probes for biomedical applications

Li Sun, Songchen Zhao, Shishuai Zheng, Lei Zhang, Jie Lin and Aiguo Wu

Nanoscale, 2025, 17, 13998
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Interfacial charge transfer engineering in V3O5/ZnO p–n heterostructures for enhanced SERS performance

Shan Liang, Xiaolan Wu, Chao Yang, Yuhan Liu, Jifei Wang, Meiying Leng, Yaxin Zhai and Xingang Zhang

J. Mater. Chem. A, 2026, 14, 3965
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Dual-mode flexible surface-enhanced Raman spectroscopy-based smart tape for thiram and thiabendazole detection

Nan Wang, Jing Wang, Hongfei Liu, Ruxi Huang, Jun Lu and Duo Lin

Anal. Methods, 2026
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Synergistic effect of boric acid affinity magnetic materials and multi-hotspot SERS substrates for high sensitivity detection of glucose

Zhiyuan Sun, Gege Zhao, Ming Guan, Huixian Li, Fang Mi, Xiaobo Ma, Yajun Zhao and Han Song

New J. Chem., 2025, 49, 7171
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Research progress on regulation strategies for surface-enhanced Raman spectroscopy

Yangmin Wu, Shuohong Weng, Tingyin Wang, Kien Voon Kong and Duo Lin

Anal. Methods, 2025, 17, 4482
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Label-free SERS detection of foodborne pathogens based on a flexible PMMA-BP@MoS2 binary substrate

Xiaohan Liu, Shijiao Fu, Jialong Zhao, Chenjie Gu, Danting Yang and Tao Jiang

Analyst, 2025, 150, 3177
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Mid-level data fusion of pleural effusion SERS spectra and serum CEA levels using machine learning algorithms for precise lung cancer detection

Lingna Wang, Weihua Hong, Dage Fan, Jinyong Lin, Zeyang Liu, Min Fan, Xueliang Lin, Duo Lin and Shangyuan Feng

Nanoscale, 2025, 17, 16349
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Analysis of tear fluid protein fractions using surface-enhanced Raman spectroscopy (SERS), followed by a high-performance liquid chromatography-light emitting diode-induced fluorescence (HPLC-LED-IF) method

Sphurti. S. Adigal, Sulatha V. Bhandary, Neetha I. R. Kuzhuppilly, Sajan D. George, V. B. Kartha and Santhosh Chidangil

RSC Adv., 2025, 15, 42728
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Unlocking new possibility of Fe3O4@C@Ag nanostructures as an advanced SERS substrate for ultrasensitive detection of low-cross-section urea biomolecules

Quan-Doan Mai, Dang Thi Hanh Trang, Dong Thi Linh, Nguyen Trung Thanh, Bui Hanh Nhung, Ong Van Hoang, Ta Ngoc Bach, Nguyen Quang Hoa, Anh-Tuan Pham and Anh-Tuan Le

RSC Adv., 2025, 15, 579
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Label-free linear and non-linear vibrational spectroscopy for functional materials: state-of-the-art and future perspectives

Michael Freduah Agyemang, Akuila L. J. L. Edwards, Stefan Zechel, Martin D. Hager, Michael Schmitt and Juergen Popp

Chem. Sci., 2025, 16, 22826
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Bacterial detection with electrochemical, SERS, and electrochemical SERS sensors

Kyriaki Karagianni, Tina Leontidou, Marios Constantinou and Chrysafis Andreou

Analyst, 2025, 150, 3762
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Surface-enhanced Raman spectroscopy: a half-century historical perspective

Jun Yi, En-Ming You, Ren Hu, De-Yin Wu, Guo-Kun Liu, Zhi-Lin Yang, Hua Zhang, Yu Gu, Yao-Hui Wang, Xiang Wang, Hao Ma, Yang Yang, Jun-Yang Liu, Feng Ru Fan, Chao Zhan, Jing-Hua Tian, Yu Qiao, Hailong Wang, Si-Heng Luo, Zhao-Dong Meng, Bing-Wei Mao, Jian-Feng Li, Bin Ren, Javier Aizpurua, Vartkess Ara Apkarian, Philip N. Bartlett, Jeremy Baumberg, Steven E. J. Bell, Alexandre G. Brolo, Louis E. Brus, Jaebum Choo, Li Cui, Volker Deckert, Katrin F. Domke, Zhen-Chao Dong, Sai Duan, Karen Faulds, Renee Frontiera, Naomi Halas, Christy Haynes, Tamitake Itoh, Janina Kneipp, Katrin Kneipp, Eric C. Le Ru, Zhi-Peng Li, Xing Yi Ling, Jacek Lipkowski, Luis M. Liz-Marzán, Jwa-Min Nam, Shuming Nie, Peter Nordlander, Yukihiro Ozaki, Rajapandiyan Panneerselvam, Jürgen Popp, Andrea E. Russell, Sebastian Schlücker, Yang Tian, Lianming Tong, Hongxing Xu, Yikai Xu, Liangbao Yang, Jianlin Yao, Jin Zhang, Yang Zhang, Yao Zhang, Bing Zhao, Renato Zenobi, George C. Schatz, Duncan Graham and Zhong-Qun Tian

Chem. Soc. Rev., 2025, 54, 1453
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Advances in surface-enhanced Raman scattering applications for precision agriculture: monitoring plant health and crop quality

Ha Anh Nguyen, Dao Thi Nguyet Nga, To Dao Cuong, Mai Quan Doan and Anh-Tuan Le

RSC Adv., 2025, 15, 49320
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Recent advances in centrifugal microfluidics for point-of-care testing

Huijuan Yuan, Zeyu Miao, Chao Wan, Jingjing Wang, Jinzhi Liu, Yiwei Li, Yujin Xiao, Peng Chen and Bi-Feng Liu

Lab Chip, 2025, 25, 1015
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Advances in intelligent multi-mode lateral flow assays: from multi-metallic nanomaterials to smart analytical integration

Xinyi Liang, Hayoung Kim, Thanh Mien Nguyen, Kun Wang, Chengcheng Li, Seunghyun Lee, Jingbin Zeng and Jaebum Choo

Chem. Soc. Rev., 2026
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Cellulose-based hydrogel SERS sensor for label-free detection and identification of antithyroid drugs

Bohan Zhang, Xin Yan, Ping Lin, Ruping Zheng, Ruiyun You, Yaling Wu, Shan Chen and Yudong Lu

International Journal of Biological Macromolecules, 2026, 355, 151515
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V2CTx MXene‐powered handheld SERS biosensor for the viral antigen test

Meng‐Nan Li, Bo Cao, Yan‐Ling Wang, Hang Zhou, Hai‐Xu Yao, Yuan Gao, Xi‐Wei Zhuang, Jian‐Lei Liu, Chi‐Jia Zeng, Susan Zhou, Da‐Ling Zhu, Jian Ma and Fei‐Yun Cui

Rare Metals, 2025, 44, 6442
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In Situ Degradation and Fast Online Detection via 3D Gold Nanodendrite Hybrids as a Photoelectrode and SERS Substrate

Waqas Ahmad, M. S. El-Shahawi, Yuzhen Liang, Tianhui Jiao, Yi Xu, Jingjing Wang and Quansheng Chen

Anal. Chem., 2026, 98, 6363
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Three-dimensional AuNRs/MXene/NFs -based SERS platform for determination of quetiapine in urine

Jiamin Gong, Boran Zhang, Qinyi Li, Jiangli Shi, Xinling Liu, Yiping Wu, Ying Wen, Xiaoyu Guo and Haifeng Yang

Talanta, 2025, 293, 128157
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Background-Free Surface-Enhanced Raman Scattering Aptasensor for Ultrasensitive Aβ40 Detection

Guolin Hong, Xiaoyi Chen, Yuanyuan Yang, Yuanshuokun Feng, Qingfei He, Lingjun Cheng, Jilai Liu, Zhenyu Lin and Jiaming Chen

ACS Sens., 2025, 10, 5959
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Self‐Assembled Hydrophobic Confinement Coupled with Calcium Coordination Enables Selective and Label‐Free SERS Detection of Urinary Biomarkers in Complex Samples

Yunpeng Wang, Chaochao Ma, Xiaojiao Zhao, Jiacheng Li, Jingting Han, Xinpeng Lv, Guanghong Li, Yulei Bi and Yang Li

Adv Funct Materials, 2026, 36
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Constructing hot-spots enriched Ag/MoS2 hybrid SERS platform for rapid detection of pesticide residue in juice

Fang Yan, Rong Deng, Shaohui Guo and Xiaochun Li

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2026, 346, 126825
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Remote Activation of Flexible Magnetoelectric Membrane to Enhance In Situ SERS Response

Mingrui Shao, Chang Ji, Yang Wu, Xiaofei Zhao, Jing Yu, Feng Xue, Baoyuan Man, Chao Zhang and Zhen Li

Laser & Photonics Reviews, 2026, 20
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Advances in Surface-Enhanced Raman Spectroscopy for Therapeutic Drug Monitoring

Huasheng Lai, Xinlan Wang, Menghan Qi, Hao Huang and Bingqiong Yu

Molecules, 2024, 30, 15
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SERS detection and antibacterial treatment of bacterial infections

Shanshan Lin, Zhun Nie, Yanlong Xing, Rui Wang and Fabiao Yu

Coordination Chemistry Reviews, 2026, 546, 217079
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Rapid meningitis pathogen typing via bioreceptor-free AI-SERS based on bacterial surface charge regulation

Chenggang Zhang, Meng Wang, Yi Li, Miao Yu, Jie Zhang and Ye Sun

Sensors and Actuators B: Chemical, 2026, 450, 139263
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Simultaneous Electrochemical Formation of Porous Silicon and Noble NPs for Au Nucleation Sites in SERS Substrates

Chia-Chi Lu, Hsiao-Han Hsu, I-An Lin, Vincent K. S. Hsiao and Chih-Chien Chu

ACS Mater. Au, 2026, 6, 364
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Exploring the role of graphene-metal hybrid nanomaterials as Raman signal enhancers in early stage cancer detection

Vrushti Kansara and Mitali Patel

Talanta, 2025, 283, 127185
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Machine learning assisted ultra-sensitive SERS identification of multiple nitrofuran antibiotics in complex matrices using urchin-like Ag@MnCo2O4 composites

Kalingarayanpalayam Matheswaran Arun Kumar, Tzyy-Jiann Wang, Sidharth Selvin and Yu-Hsu Chang

Journal of Environmental Chemical Engineering, 2025, 13, 117317
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Lychee-inspired Au@Ag/Au nanoarray chip with hierarchical enhancement-protection for robust SERS detection of additives in fruits

Yi Yuan, Junlin Chen, Limin Cao, Jianxin Sui, Xiudan Wang, Hong Lin and Kaiqiang Wang

Sensors and Actuators B: Chemical, 2026, 450, 139194
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Scalable and reproducible sub-5 nm manufacturing for next-generation devices

Lijuan Chen, Sihai Luo, Dongxu Yang, Qi Yuan, Yingfang Zhang, Bai Sun, Jian Lv, Xiaoliang Chen, Hongmiao Tian, Xiangming Li, Fenggang Ren, Yi Lv, Stefan A Maier and Jinyou Shao

Int. J. Extrem. Manuf., 2026, 8, 022010
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The Design of WTe2/Graphene/Ag NPs Heterostructure for the Improvement of the Chemical Enhancement in SERS

Tianyu Sun, Yang Wu, Heqi Ma, Chao Zhang, Chonghui Li, Baoyuan Man, Cheng Yang and Zhen Li

Nano Lett., 2024, 24, 15324
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Single-Crystalline-Mesoporous TiN Nanosheets Free of Intrinsic Raman Scattering for Highly Sensitive Surface-Enhanced Raman Spectroscopy

Yang Yu, Yijing Zong, Tao Li, Xingzhou Guo, Wencai Yi, Meng Yin, Junfang Li, Junhao Zhang, Qinghong Kong and Guangcheng Xi

Anal. Chem., 2026, 98, 934
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Emerging biomedical applications of surface-enhanced Raman spectroscopy integrated with artificial intelligence and microfluidic technologies

Zehra Tas, Fatih Ciftci, Kutay Icoz and Mustafa Unal

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 339, 126285
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Surface-enhanced Raman spectroscopy for the characterization of filtrate portions of blood serum samples of Multiple Myeloma patients using 50 kDa filtration devices and Ag-NPs as SERS substrate

Adeela Ismail, Samra Ashfaq, Muhammad Irfan Majeed, Haq Nawaz, Nosheen Rashid, Najah Alwadie, Laraib Kiran, Allah Ditta, Rifsha Rabbani, Fozia Sarfraz, Areej, Saira Ramzan, Farzana Shamim, Muhammad Arslan and Muhammad Imran

Vibrational Spectroscopy, 2026, 144, 103911
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In vivo Raman Spectroscopy of Skin in Predicting Mortality in Patients with Heart Failure

Lyudmila A. Bratchenko, Yulia A. Khristoforova, Maria A. Skuratova, Petr A. Lebedev and Ivan A. Bratchenko

Skin Pharmacol Physiol, 2026, 1
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Innovative Applications and Perspectives of Surface‐Enhanced Raman Spectroscopy Technology in Biomedicine

Lei Xu, Yujiao Xie, Aochi Liu, Liting Xie, Xinyu Miao, Zhiwei Hou, Lingchao Xiang, Tianan Jiang, Aiguo Wu and Jie Lin

Small, 2025, 21
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Three‐Dimensional Ribbon‐Like Gold Nanoparticle Assemblies on MXene for Detection of Creatinine by Surface‐Enhanced Raman Scattering

Lin Chen, Dong Yang, Wanlin Wang, Hongyun Xing, Xianglong Bian, Hua Pei, Qianfeng Xia, Penghui Li, Paul K. Chu and Tingwei Hu

Ann NY Acad Sci, 2025, 1553, 557
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Micropore array-based SERS sensor assisted by convolutional neural networks for subsurface biotoxic-free detection of interstitial fluid in bioassays

Xiang-Yu Li, Tian-Qi Ma, Wei-Shen Lin, Shu-Rui Huang, En-Ming You and Jing Liu

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 343, 126568
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SERS technology in virus Detection: Advances, challenges, and future perspectives

Shen Jiang, Yanlong Xiao, Qiuyun Li, Liangliang Jiang, Jing Wu and Yang Li

Biosensors and Bioelectronics, 2025, 290, 117902
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Point-of-care SERS-based ML diagnosis of head and neck cancer via cerumen analysis

Edoardo Farnesi, Rustam Guliev, Chen Liu, Jonas Ballmaier, Orlando Guntinas-Lichius, Michael Schmitt, Juergen Popp and Dana Cialla-May

npj Biosensing, 2025, 2
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Advanced optical probes assisted biomedical diagnostics

Yuqi Zhang, Nanke Chen, Miao Li, Junrong Li, Zhuoran Hu, Yuhan Gao, Xaju Cheng, Danyang Ji, Yao Sun and Haibin Shi

TrAC Trends in Analytical Chemistry, 2026, 197, 118729
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Plasmon Enhanced Raman Spectroscopy (PERS) Plus X Hyphenated Techniques for Bioanalysis: A Review

Yu-Kang Xia, Wen-Jing Xu, Shu-Fan Gao, Ting-Ting Wang, Meng-Xue He, Wei Zhu and Ai-Guo Shen

Anal. Chem., 2026, 98, 5794
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Meniscus‐Confined 3D Printed Nanoparticles: A Comparative Study of Quantitative SERS Detection of Microplastics

Netrapal Singh, Komal Sharma, Manoj Goswami, Natarajan Sathish, Jyoti Rani and Surender Kumar

ChemistrySelect, 2026, 11
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Innovative applications and future prospects of Raman spectroscopy in precision management of cancer radiotherapy and chemotherapy

Mingyu Zhang, Linlin Shao, Mingyue Ma, Ying Liu, Xin Wang and Bing Han

Applied Spectroscopy Reviews, 2026, 1
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3D flexible SERS biosensor based on silver nanoparticles modified bacterial nanocellulose and gold nanostars for quantitative analysis of Zearalenone

Xiaoli Wang, Tao Sun, Huiru Yang, Jiale Zhang, Lixuan Wang, Yuting Zhang and Nandi Zhou

Food Control, 2025, 175, 111300
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Explainable Artificial Intelligence-Driven Salivary Exosome Spectroscopic Profiling for Clinical Diagnosis and Metastasis Detection of Oral Cancer

Wenqian Tian, Yangcenzi Xie, Hua Su, Chao Zheng and Ming Li

Nano Lett., 2026, 26, 2279
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Early diagnosis of ulcerative colitis based on urine SERS and multivariate analysis

Jiawei Ma, Shizheng Zhang, Rui Cheng, Chang Zhao, Xiaoli Zhu, Peng Du, Xiaolei Wang and Huinan Yang

Vibrational Spectroscopy, 2025, 139, 103811
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Post-liver transplantation bacterial infection: current status, prevention and treatment

Jingjie Guo, Ying Wang, Jingmiao Ma, Yiran Xu, Baojie Shi, Wenbin An, Jie Wang and Hao Li

Front. Cell. Infect. Microbiol., 2025, 15
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暗场光散射成像-表面增强拉曼散射联用技术及其分析检测应用

兰新宇 Lan Xinyu, 翁国军 Weng Guojun, 李新 Li Xin, 李剑君 Li Jianjun, 朱键 Zhu Jian and 赵军武 Zhao Junwu

Laser Optoelectron. Prog., 2025, 62, 0800003
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AI‐Enhanced Surface‐Enhanced Raman Scattering for Accurate and Sensitive Biomedical Sensing

Seungki Lee, Rowoon Park and Ho Sang Jung

adv. intell. discov., 2026, 2
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Wearable epidermal sensors with surface-enhanced Raman spectroscopy for personalized health

Yuanchao Liu, Binbin Zhou, Xiujuan Hu, Yunchen Long, Shaofei Li, Chaochao Sun, Annan Chen, Xiu Liang, Yu Song, Dangyuan Lei, Tailin Xu, Lianbo Guo, Condon Lau, Wei Luo and Chwee Teck Lim

Device, 2026, 4, 100939
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Label-Free Malignancy Phenotyping of Living Cancer Cells by High-Performance Surface-Enhanced Raman Spectroscopy Substrates

Jiwon Yun, Hyeim Yu, Youngho Yun and Wonil Nam

Micromachines, 2026, 17, 461
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Spoof-Surface Plasmon Polaritons and Surface-Enhanced Raman Spectroscopy Dual-Mode Detection of Multiple Biomarkers in Sweat

Zhaoxian Chen, Shiyi Zhou, Li Wang and Yingzhou Huang

Anal. Chem., 2025, 97, 26649
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Machine Learning-Driven SERS Analysis Platform for Accurate and Rapid Diagnosis of Peritoneal Metastasis from Gastric Cancer

Bowen Shi, Sheng Lu, Luke Zhang, Xinran Wang, Yu Chen, Feng Bian, Zhong Zhang, Yongkang Xu, Hexia Luo, Huan Zhang, Weiwu Yao and Chao Yan

Ann Surg Oncol, 2025, 32, 7604
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Spectral Super-Resolution Colloidal SERS Spectroscopy for Multiplexed Detection of Protein Biomarkers

Peng Zheng, Steve Semancik and Ishan Barman

Nano Lett., 2026, 26, 1945
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Development of an Integrated EC–SPME–SERS Platform with the pAg-rGO-Au Substrate for Ultrasensitive Detection of Fenthion

Xuemei Tang, Chengzhen Ji, Wei Zeng, Ruiming Wen and Long Wu

ACS Sens., 2025, 10, 6206
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Wearable nanoplasmonic sensor based on surface-enhanced Raman scattering for multiplexed analysis of sweat

Nan Wang, Youliang Weng, Yi Liu, Yangmin Wu, Shuohong Weng, Yi Shen, Shangyuan Feng and Duo Lin

Photon. Res., 2025, 13, 2316
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A hydrogel-based SERS sensor with wearable potential and machine learning integration for sweat stimulant detection

Ru Liu, Xin Zhuang, Ping Lin, Luyao Lin, Jiajia Liu, Yuhua Hu, Ruiyun You and Yudong Lu

Chemical Engineering Journal, 2026, 527, 171522
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Advanced artificial intelligence combined with SERS platforms for diagnosis and therapeutic effects of cancer in clinical applications

Rana Zaki Abdul Bari, Muhammad Usman, Noor ul Huda, Muhammad Abdullah Javed, S. Tamulevičius and Xiao Zhang

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2026, 348, 127053
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Recent advances in nanostructured carbon-based SERS: From zero-to two-dimensional materials for detection of toxic environmental pollutants and health concerns

Saloni Sharma, Rajesh Kumar and Ram Manohar Yadav

Carbon, 2026, 248, 121156
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Ultra-sensitive detection of carcinoembryonic antigen achieved by a dual – antibody sandwich – structured SERS immunosensor integrated with artificial intelligence

Zengshan Yu, Xuemei Lin, Zelong Li, Shan Guo, Jiahao Cui, Jianjun Gu, Mingli Wang and Guochao Shi

Microchemical Journal, 2025, 218, 115067
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Antibody-Oriented Engineering Enables Rapid and Ultrasensitive SERRS-Based Detection of Cardiac Troponin T for Acute Myocardial Infarction Diagnosis

Jun-Jie Wu, Shanshan Xu, Jia-Sheng Lin, Gang Li, Yu-Qing Wang, Xiao-Hang Wu, Shisheng Zheng, Yue-Jiao Zhang, Yan Wang and Jian-Feng Li

ACS Sens., 2026, 11, 1708
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High-Performance SERS Platform Based on Silver Nanoparticle-Anchored Hexagonal Boron Nitride Nanofibers for Melamine Detection in Milk

Navami Sunil, Rajesh Unnathpadi, Athira Suresh, Abhijith Thazhathenair and Biji Pullithadathil

ACS Appl. Nano Mater., 2026, 9, 4009
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Hollow Au nanocylinder array prepared by UV-nanoimprint lithography combined with Glancing angle deposition of electron beam evaporation for SERS detection

Xiang Zhang, Xiangyuan Cui, Xueguo Liu, Mengshuo Li, Jiancheng Luo and Haixiong Ge

Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2026, 741, 140220
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Online Integration of Paper Centrifugation with SERS for Sulfanilamide Antibiotic Detections in Complex Samples: Mitigating Competitive Adsorption Interference

Shu Li, Tong Wang, Shu Ding, Xinyuan Guo, Yadi Liu, Shou-Qing Ni, Jing Chen and Jinhua Zhan

Anal. Chem., 2025, 97, 23887
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Ultrasound-activated sonothermal-catalytic synergistic therapy via asymmetric electron distribution for bacterial wound infections

Ye Qi, Shuangsong Ren, Xiaolong Ou, Pisong Li, Han Wu, Ying Che and Xinyi Wang

Biomaterials, 2025, 321, 123338
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Multivariate Statistical Techniques in Surface Enhanced Raman Spectroscopy for Colorectal Cancer Biomarker Identification

Amna Tahir, Rabeea Razaq, Muhammad Irfan Majeed, Haq Nawaz, Nosheen Rashid, Hanen karamti, Arslan Ali, Arslan Yousaf, Munawar Hussain, Muhammad Ali, Abdul Lateef, Sadia Arshad, Maida Ehsan, Noor Ul Sabah and Muhammad Imran

Plasmonics, 2025, 21, 745
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Green in-situ photoreduction synthesis of SERS substrates based on violet phosphorus arrays/silver nanoparticles for ultrasensitive detection and accurate identification of UTI bacteria

Wenxi Wen, Weiqi Fan, Shiyuan Wang, Yasheng Dai, Tao Jiang and Ci Zhao

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2026, 353, 127598
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Carbon paper stabilized SERS sensor with high excitation laser damage threshold

Guanwei Tao and Xinping Zhang

Sensors and Actuators B: Chemical, 2026, 451, 139356
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Multifunctional silver nanoparticles-based composites for SERS detection and photocatalytic degradation of micro- and/or nano-plastics

Nguyễn Hoàng Ly, Hesam Kamyab, Yasser Vasseghian and Sang-Woo Joo

Sustainable Materials and Technologies, 2026, 47, e01887
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Targeted SERS Nanoparticle Accumulation on Bacteria Enables On-Site Accurate Vibrio Typing in 10 min with AI-Powered SERS

Chenggang Zhang, Zizheng Zhao, Meng Wang, Zhaotong Wang, Yuanlin Wang, Miao Yu and Ye Sun

Nano Lett., 2026, 26, 1385
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Wearable Optical Fiber SERS Sensor Based on a Flexible “Hydrogel Tentacle” for Sweat Remote and In Situ Detection

Chen Shi, Xinghua Yang, Zhihai Liu, Jun Yang, Jianzhong Zhang, Fengjun Tian, Xiaoyu Li, Rui Wang, Nan Lu, Kang Li, Adam Jones and Libo Yuan

ACS Sens., 2026, 11, 2625
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Recent developments in surface-enhanced Raman spectroscopy-based immuno (apta) assays for cardiac troponin detection: prospects for point-of-care applications

Sreejith K P, Murukeshan Vadakke Matham and Santhosh Chidangil

Biophys Rev, 2025
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SERS-integrated plasmonic microneedles with yolk-shell nanocomposites for closed-loop management of infected wounds via dual antifouling safeguards

Juanjuan Zhu, Yaxian Wang, Yuzhu Li, Yueyue Zhao, Cheng Wang, Qiong Wang, Cheng Qu, Mengke Su and Honglin Liu

Biosensors and Bioelectronics, 2026, 297, 118348
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Advances and Future Trends in Nanozyme-Based SERS Sensors for Food Safety, Environmental and Biomedical Applications

Xingyu Wang, Xuemei Tang, Chengzhen Ji, Long Wu and Yongheng Zhu

IJMS, 2025, 26, 709
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Construction of ruthenium-based covalent organic framework composites and their surface-enhanced Raman scattering performance

Long JIANG and Bo FENG

Acta Phys. Sin., 2025, 74, 247401
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A high-performance 3D-SERS platform based on bacterial nanocellulose and gold nanostars for pesticide analysis

Jiani Ji, Lixuan Wang, Tao Sun, Weijia Sun, Yuting Zhang, Xiaoli Wang and Nandi Zhou

Food Bioscience, 2026, 77, 108398
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Synergistic effect of MXene and Ag NP–decorated aligned Ag NWs on SERS

Zilun Tang, Qiuping Su, Dingshu Xiao, Jianyu Wu, Jianpeng Li, Hongping Liang, Xianfeng Li and Guiqiang Diao

Surface Innovations, 2025, 13, 169
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Enhanced ultra-sensitive detection of peanut allergen Ara h 3 on immunochromatographic paper based on surface-enhanced Raman spectroscopy and AuNBs@PDA dual signal amplification strategy

Shuo Yang, Jinglong Qu, Yang Qin, Shuaibing An, Kaiqiang Huang, Yaling Wei and Jun Xi

Food Chemistry, 2026, 507, 148209
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Design, Implementation, and Advances in Indirect SERS Sensors for Biomedical and Human-Health-Related Analyte Detection

North Pinkley, Uchhwas Banik, Nayeem Anam, Aastha Oza, Kevin J. Ledford and Bhavya Sharma

Sensors, 2026, 26, 1999
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Extracting the SERS characteristic features of SARS-CoV-2 and using machine learning to quickly screen positive specimens among hospitalized patients

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A Composite Hydrogel for Simultaneous SERS Detection of Glucose Concentration and Drug Therapy on Chronic Wound Surfaces in Diabetes Mellitus

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Single-Molecule Peptide Discrimination via Flow-Through SERS and Machine Learning

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A SERS sensor platform based on AgOHCs@MS with high-density nanogaps for point-of-care diagnostics of antidepressant intoxication

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Label-free, highly sensitive and accurate discrimination of multiple vesicant mustard-DNA adducts using capillary-driven SERS coupled with RP-TLC and algorithm analysis

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A Surface-Enhanced Raman Scattering and Fluorescence Seesaw Nanosensor for the Detection of Cathepsin B Activity in Breast Cancer Cells

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Raman Spectroscopy as a Tool for Early Identification of Tan Spot Disease and Assessment of Fungicide Response in Wheat

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Towards fast, sensitive, and selective viral detection methods in food/water: a systematic review

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Thin-Layer Covalent Organic Framework-Coated Gold Superstructures for Label-Free Raman Spectroscopic Monitoring of Multiple Volatile Organic Compounds

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Rapid Classification and Identification of Benzodiazepine Drugs Utilizing Raman Spectroscopy Combined With PCA‐SVM Algorithms

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Rapid determination of malachite green in fish by surface-enhanced Raman spectroscopy combined with MIL-100 (Fe)

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Surface-Enhanced Raman Scattering of Bioaerosol: Where Are We Now? A Systematic Review

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Differentiation and identification of CA series synthetic cannabinoids based on SERS technology coupled with support vector machine

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SERS Characterization of Filtrate Portions of Typhoid Blood Serum Samples Using 30 kDa Filtration Devices

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Synergistic enrichment–driven ratiometric SERS nanosensor based on AuNBPs@COF for ultrasensitive detection of domoic acid in complex shellfish matrices

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Machine learning driven trace detection of pesticide mixtures using citrate optimized Au nanoparticles based in-expensive efficient micro-drop SERS with portable spectrometer

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Flexible cotton swab modified with ZIF-67/Ag nanostructures for ultrasensitive SERS-based detection of anti-PLA2R antibody in membranous nephropathy

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Oxygen-Tailored MoS2 as a High-Performance Substrate for Pressure-Induced Surface-Enhanced Raman Spectroscopy

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Design and Applications of MOF-Based SERS Sensors in Agriculture and Biomedicine

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In situ surface-enhanced Raman spectroscopy for membrane protein analysis and sensing

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A Point-of-Use Assay Based on Surface-Enhanced Raman Spectroscopy for Rapid Determination of Triclosan in Environmental Water and Mouthwash

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Synthesis of colloidal gold nano-structural systems for plasmonic glucose sensing

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The Phospholipid Metabolic Switch in Lung Cancer: Igniting Transformation, Fortifying Survival, and Informing Therapy

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Periodic array structures for MoO3/Ag composites: improving the stability and uniformity for enhanced SERS performance

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Defect-induced enhanced Raman scattering of two-dimensional materials

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A new perspective on antimicrobial therapeutic drug monitoring: Surface-enhanced Raman spectroscopy

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Antibody-Free SERS Detection of Severe Fever With Thrombocytopenia Syndrome Virus Using Micron Bowl Array PDMS Substrates

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A novel self-powered SERS platform PVDF-HFP/BZT-BCT@PDA/Ag based on piezoelectricity for sensitive detection of food contaminants

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A ready-to-use microsensor based on SERS technique for deltamethrin and its metabolite determination toward point-of-care diagnostics

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Nanofilms assembled from Au–Ag alloy hollow nanoparticles of different sizes as SERS substrates

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Congress report: 6th German POCT symposium, September 25–26, 2024, Bremen

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Morphology-adaptive Au-Ag nanowire elastronics for integrated FlexoSERS and bioelectrical sensing

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pH‐Responsive DNA‐Functionalized Liquid Metal–Organic Frameworks (L‐MOFs) as Molecular Sponges for Ultrasensitive and Label‐Free SERS Detection of Folic Acid

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Bioinspired Turing‐Nanoarchitected Needle for Solid Matrices Analysis: A Universal Platform Enabling Dual‐Scale SERS Enhancement

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A Mini-review on Surface-Enhanced Raman Scattering and Engineering of SERS-Active Platforms by Laser Ablation in Liquids

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Bacterial identification in SERS-integrated microfluidics using CNN-driven 2D classification of 1D spectra

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

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Application of Urine Detection Technology Based on Surface‐Enhanced Raman Spectroscopy in Noninvasive Disease Diagnosis

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Microplastics and Head and Neck Health: Emerging Implications for Otolaryngologic Disorders and Carcinogenesis

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PCA-assisted label-free surface-enhanced Raman scattering detection of exosomes in prostate cancer at different stages based on dual-layer membrane g-C3N4@MXene SERS platform prepared by electrodeposition

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MXene-supported AgNPs in smart hydrogels: Shrink-enabled amplification for high-performance multi-channel SERS sensing

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Breath Analysis Based on Advanced Photoinduced Charge Transfer Resonance-Assisted Strategy for Oxidative Stress Monitoring

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In situ spatial profiling of cytochrome c release at the single-cell level under photothermal stress utilizing a 3D bifunctional SERS substrate

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An antibody-mediated versatile SERS sandwich biosensor for ultrasensitive detection of functional proteins in cells and tissues

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DNA‑Directed Assembly of Photonic Nanomaterials for Diagnostic and Therapeutic Applications

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Rapid detection of diphenhydramine in children’s cosmetics using SERS-active gold hedgehog particles/MOF-801 deposited on cellulose nanofibrils films

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Overestimation of the classification model for Raman spectroscopy data of biological samples

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mSystems, 2025, 10
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Au@Ag core–shell nanoislands generated SERS sensor for histamine sensitive detection

Ziqing Xu, Jingkun Li, Junjie Qi, Yuqi Wan and Fuwei Pi

Microchemical Journal, 2025, 217, 114964
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Surface-enhanced Raman spectroscopy of serum exosomes coupled with support vector machine for diagnosis of Parkinson's disease

Xinran Liu, Xinming Wei, Xiangxiang Zheng, Liang Xu, Guohua Wu and Keke Feng

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2026, 353, 127573
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Surface-enhanced Raman scattering for biosensing and early diagnosis

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Applied Physics Letters, 2025, 127
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Durable, recyclable, and stretchable plasmonic film for grapefruit decay detection

Limei Liu, Tingfeng Dai, Taimin Sun and Binghao Wang

Anal Bioanal Chem, 2025, 417, 5839
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Transformer-Driven Ag@5/Ag–Cu@20/PSS SERS Biosensor for Early Diagnosis of Hepatobiliary Diseases

Zelong Li, Xuemei Lin, Zengshan Yu, Guochao Shi, Wenying Zhou, Jiahao Cui, Shan Guo and Mingli Wang

IEEE Sensors J., 2025, 25, 23634
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SERS Meets Artificial Intelligence: A New Frontier in Cancer Diagnosis and Prognosis

Noor ul Huda, Rana Zaki Abdul Bari, Muhammad Abdullah Javed, Muhammad Naeem Kiani and Yongdong Jin

Anal. Chem., 2026, 98, 8757
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Self-precipitated metal-doped titanate nanofiber substrates for surface-enhanced Raman scattering of organic analytes

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Journal of the Taiwan Institute of Chemical Engineers, 2026, 178, 106396
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Forensic Detection: A Comprehensive Review of SERS Mechanisms and Applications

Karishma Murali, Dhatchayani Murugan, Ravi Pathak, Ankit Chauhan, Sandeep Munjal, Sruthi P. Usha and Anand M. Shrivastav

ACS Appl. Opt. Mater., 2026, 4, 695
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Fluctuation-resilient ratiometric SERS enabled by programmable aptamer disassembly for pump-free microfluidic AKI detection

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Challenges and Prospects of Personalized Healthcare Based on Surface-Enhanced Raman Spectroscopy

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Research, 2024, 7
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Tunable passive chaotic mixing in droplet microfluidics for controlled nanomaterial synthesis

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Physics of Fluids, 2025, 37
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TMB-mediated catalytic SERS systems: Applications, innovations, and future prospects

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Preparation and Performance Testing of a SERS-enhanced Substrate

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Feedback-Guided SERS-Photothermal Patch for Maintaining Redox Homeostasis in Diabetic Foot Ulcers

Jun Cao, Wen-Tao Yang, Dan Cao, Chang-Yi Wu, Peng-Cheng Zhou, Wei Zhu, Si-Jie Liao, Ji-Ming Hu, Ai-Guo Shen and Jürgen Popp

Anal. Chem., 2026, 98, 6986
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Machine Learning of Raman Spectroscopic Data: Comparison of Different Validation Strategies

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Etching coupled with secondary deposition weakening the Raman enhancement of Ag coated Au nanobipyramids and its application in SERS detection of S2−

Xinyu Lan, Tingting Liu, Jianjun Li, Jian Zhu, Junwu Zhao and Guojun Weng

Microchemical Journal, 2026, 222, 117283
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Harnessing Surface-Enhanced Raman Spectroscopy for Breath-Based Diagnostics

Ivan A. Lujan-Cabrera and Eden Morales-Narváez

Anal. Chem., 2025, 97, 10099
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Intelligent theranostics all-in-one: Synergistic application of stimuli-responsive SERS nanoprobes for disease diagnosis and targeted therapy

Hecheng Chen and Shaojie Jiang

Talanta, 2026, 301, 129288
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Novel nanomaterial-based SERS sensors for antibiotic detection: Design strategies and enhancement mechanisms

Rui Yang, Jiaqi Hou, Yingnan Quan, Tian Liang, Xiangbin Kong, Bin Yang, Yujie Yu, Panpan Wang and Mingxiao Li

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Lotus leaf inspired dual-functional SERS substrate: Ag NIs-decorated PDMS micropillar/wrinkle hierarchical structure for on-site detection of pesticides on fruit surface and in environmental water

Ziyang Bian, Lili Huang, Zetong Li, Jie Wang, Yue Wang, Zhenshan Yang and Hefu Li

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