Raman spectral classification algorithm of cephalosporin based on VGGNeXt

Siwei Yang, Yuhao Xie, Jiazhen Liu, Shuai Zhao, Shangzhong Jin, De Zhang, Qiang Chen, Jie Huang and Pei Liang

Analyst, 2022, 147, 5486
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Intelligent understanding of spectra: from structural elucidation to property design

Shuo Feng, Meng Huang, Yanbo Li, Aoran Cai, Xiaoyu Yue, Song Wang, Linjiang Chen, Jun Jiang and Yi Luo

Chem. Soc. Rev., 2025, 54, 8243
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Library-Based Raman Spectral Identification Using Multi-Input Hybrid ResNet

Tiejun Chen and Sung-June Baek

ACS Omega, 2023, 8, 37482
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Machine Learning Identification of Organic Compounds Using Visible Light

Thulasi Bikku, Rubén A. Fritz, Yamil J. Colón and Felipe Herrera

J. Phys. Chem. A, 2023, 127, 2407
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Analysis of major cannabinoids using Raman microscopy, density functional theory, chemometrics and a novel artificial intelligence approach

Jose Grijalva, Ting-Yu Huang, Jorn Yu, Patrick Buzzini, Darren Williams, J. Tyler Davidson and Geraldine Monjardez

Talanta Open, 2024, 10, 100337
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Deep-learning framework for fully-automated recognition of TiO2 polymorphs based on Raman spectroscopy

Abhiroop Bhattacharya, Jaime A. Benavides, Luis Felipe Gerlein and Sylvain G. Cloutier

Sci Rep, 2022, 12
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Advances in deep learning-based applications for Raman spectroscopy analysis: A mini-review of the progress and challenges

Derrick Boateng

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Reducing Spectral Confusion in Microplastic Analysis: A U-Net Deep Learning Approach

Jeonghyun Lim, Juhui Seo and Dongha Shin

Anal. Chem., 2025, 97, 18432
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Laboratory measurement of forest-vegetation reflectance spectra in the European part of the Russian Federation for the 1–2.4 µm range

Yuri V. Fedotov, Sergey E. Ivanov, Mikhail L. Belov, Victor A. Gorodnichev and Sergey I. Chumachenko

J. Opt. Technol., 2024, 91, 648
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A general framework for qualitative analysis of Raman spectroscopy based on deep learning

Mingxin Yu, Lianyu Li, Rui You, Xinsong Ma, Chengjie Zheng, Lianqing Zhu and Tao Zhang

Microchemical Journal, 2024, 199, 109990
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MURDA: Multisource Unsupervised Raman Spectroscopy Domain Adaptation Model with Reconstructed Target Domains for Medical Diagnosis Assistance

Yang Liu, Chen Chen, Enguang Zuo, Ziwei Yan, Chenjie Chang, Zhiyuan Cheng, Xiaoyi Lv and Cheng Chen

Anal. Chem., 2024, 96, 15540
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Selection of Optimal Diagnostic Positions for Early Nutrient Deficiency in Cucumber Leaves Based on Spatial Distribution of Raman Spectra

Zhaolong Hou, Yaxuan Wang, Feng Tan, Jiaxin Gao, Feng Jiao, Chunjie Su and Xin Zheng

Plants, 2025, 14, 1199
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Identification of hypermucoviscous Klebsiella pneumoniae K1, K2, K54 and K57 capsular serotypes by Raman spectroscopy

María Gabriela Fernández-Manteca, Alain A. Ocampo-Sosa, Domingo Fernandez Vecilla, María Siller Ruiz, María Pía Roiz, Fidel Madrazo, Jorge Rodríguez-Grande, Jorge Calvo-Montes, Luis Rodríguez-Cobo, José Miguel López-Higuera, María Carmen Fariñas and Adolfo Cobo

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ArDI: Machine‐Learning‐Driven Raman Phase Analysis for Decoding Complex Mineral Assemblages in Fluid Inclusions

S. Smirnov, R. Shendrik, A. Myasnikova and P. Plechov

J Raman Spectroscopy, 2025
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Dense Convolutional Neural Network for Identification of Raman Spectra

Wei Zhou, Ziheng Qian, Xinyuan Ni, Yujun Tang, Hanming Guo and Songlin Zhuang

Sensors, 2023, 23, 7433
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Identification of organic compounds using artificial neural networks and refractive index

Innocent Kirigiti, Nanik Aminah and Samson Thomas

J Serb Chem Soc, 2023, 88, 1013
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Application of machine learning-assisted surface-enhanced Raman spectroscopy in medical laboratories: Principles, opportunities, and challenges

Jia-Wei Tang, Quan Yuan, Li Zhang, Barry J. Marshall, Alfred Chin Yen Tay and Liang Wang

TrAC Trends in Analytical Chemistry, 2025, 184, 118135
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An Unmanned Vehicle-Based Remote Raman System for Real-Time Trace Detection and Identification

Wenzhen Ren, Bo Wang, Zhengmao Xie, Hui Wang, Xiangping Zhu and Wei Zhao

Photonics, 2023, 10, 1230
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Improved neural networks for the classification of microplastics via inferior quality Raman spectra

Weixiang Huang, Jiajin Chen, Hao Xiong, Tu Tan, Guishi Wang, Kun Liu, Chilai Chen and Xiaoming Gao

Talanta, 2025, 289, 127756
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