Publications by authors named "Shizhuang Weng"

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Attention Scale Fusion Network for Qualitative and Quantitative Analysis of Serum Tumor Biomarkers Via Label-Free Surface-Enhanced Raman Spectroscopy.
Jiawei Chen, Boyu Wu, Yanheng Huang, Yehang Wu, Shizhuang Weng

Anal Chem· August 2025

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Enhanced quasi-meshing hotspot effect integrated embedded attention residual network for culture-free SERS accurate determination of Fusarium spores.
Yehang Wu, Pan Li, Tao Xie, Rui Yang, Rui Zhu, Shizhuang Weng

Biosens Bioelectron· March 2025

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Identification of surface-enhanced Raman spectroscopy using hybrid transformer network.
Shizhuang Weng, Cong Wang, Rui Zhu, Yehang Wu, Rui Yang

Spectrochim Acta A Mol Biomol Spectrosc· August 2024

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Rapid and accurate identification of bakanae pathogens carried by rice seeds based on hyperspectral imaging and deep transfer learning.
Na Wu, Shizhuang Weng, Qinlin Xiao, Hubiao Jiang, Yun Zhao

Spectrochim Acta A Mol Biomol Spectrosc· April 2024

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Acceleration of high-quality Raman imaging a locality enhanced transformer network.
Shizhuang Weng, Rui Zhu, Yehang Wu, Cong Wang, Pan Li

Analyst· December 2023

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Detection of apple fruit damages through Raman spectroscopy with cascade forest.
Suyin Liao, Yehang Wu, Xujin Hu, Shizhuang Weng, Yimin Hu

Spectrochim Acta A Mol Biomol Spectrosc· August 2023

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SERS with Flexible β-CD@AuNP/PTFE Substrates for In Situ Detection and Identification of PAH Residues on Fruit and Vegetable Surfaces Combined with Lightweight Network.
Mengqing Qiu, Le Tang, Jinghong Wang, Qingshan Xu, Shouguo Zheng, Shizhuang Weng

Foods· August 2023

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Editorial: Spectroscopy, imaging and machine learning for crop stress.
Shizhuang Weng

Front Plant Sci· July 2023

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Surface-enhanced Raman spectroscopy charged probes under inverted superhydrophobic platform for detection of agricultural chemicals residues in rice combined with lightweight deep learning network.
Shizhuang Weng, Le Tang, Mengqing Qiu, Jinghong Wang, Yehang Wu

Anal Chim Acta· June 2023

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Detection of 1-OHPyr in human urine using SERS with injection under wet liquid-liquid self-assembled films of β-CD-coated gold nanoparticles and deep learning.
Mengqing Qiu, Shouguo Zheng, Pan Li, Le Tang, Qingshan Xu, Shizhuang Weng

Spectrochim Acta A Mol Biomol Spectrosc· April 2023

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Detection of amylase activity and moisture content in rice by reflectance spectroscopy combined with spectral data transformation.
Shizhuang Weng, Le Tang, Jinghong Wang, Rui Zhu, Cong Wang

Spectrochim Acta A Mol Biomol Spectrosc· April 2023

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Statistic and Network Features of RGB and Hyperspectral Imaging for Determination of Black Root Mold Infection in Apples.
Wen Sha, Kang Hu, Shizhuang Weng

Foods· April 2023

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Drought stress identification of tomato plant using multi-features of hyperspectral imaging and subsample fusion.
Shizhuang Weng, Junjie Ma, Wentao Tao, Yujian Tan, Meijing Pan

Front Plant Sci· February 2023

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Multi-scale convolution neural network with residual modules for determination of drugs in human hair using surface-enhanced Raman spectroscopy with a gold nanorod film self-assembled by inverted evaporation.
Jinghong Wang, Le Tang, Cong Wang, Rui Zhu, Ronglu Dong, Shizhuang Weng

Spectrochim Acta A Mol Biomol Spectrosc· November 2022

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Detection of wheat head blight using UAV-based spectral and image feature fusion.
Hansu Zhang, Linsheng Huang, Wenjiang Huang, Yingying Dong, Shizhuang Weng

Front Plant Sci· September 2022

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Fusion of electronic nose and hyperspectral imaging for mutton freshness detection using input-modified convolution neural network.
Cunchuan Liu, Zhaojie Chu, Shizhuang Weng, Gongqin Zhu, Kaixuan Han

Food Chem· August 2022

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Kernel principal component analysis and differential non-linear feature extraction of pesticide residues on fruit surface based on surface-enhanced Raman spectroscopy.
Guolong Shi, Xinyi Shen, Huan Ren, Yuan Rao, Shizhuang Weng

Front Plant Sci· July 2022

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Determination of adulteration in wheat flour using multi-grained cascade forest-related models coupled with the fusion information of hyperspectral imaging.
Ling Zheng, Qian Bao, Shizhuang Weng, Jianpeng Tao, Dongyan Zhang

Spectrochim Acta A Mol Biomol Spectrosc· April 2022

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Raman Spectroscopy and Improved Inception Network for Determination of FHB-Infected Wheat Kernels.
Mengqing Qiu, Shouguo Zheng, Le Tang, Xujin Hu, Qingshan Xu, Shizhuang Weng

Foods· February 2022

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Reflectance spectroscopy with operator difference for determination of behenic acid in edible vegetable oils by using convolutional neural network and polynomial correction.
Shizhuang Weng, Zhaojie Chu, Manqin Wang, Kaixuan Han, Gongqin Zhu

Food Chem· January 2022

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Reflectance Spectroscopy with Multivariate Methods for Non-Destructive Discrimination of Edible Oil Adulteration.
Ning Su, Shizhuang Weng, Liusan Wang, Taosheng Xu

Biosensors (Basel)· December 2021

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Surface-enhanced Raman spectroscopywith gold nanorods modified by sodium citrate and liquid-liquid interface self-extraction for detection of deoxynivalenol in Fusarium head blight-infected wheat kernels coupled with a fully convolution network.
Shizhuang Weng, Xujin Hu, Wenxiu Zhu, Pan Li, Shouguo Zheng

Food Chem· October 2021

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Field determination of hazardous chemicals in public security by using a hand-held Raman spectrometer and a deep architecture-search network.
Ronglu Dong, Jinghong Wang, Shizhuang Weng, Hecai Yuan, Liangbao Yang

Spectrochim Acta A Mol Biomol Spectrosc· September 2021

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Rapid Detection of Fatty Acids in Edible Oils Using Vis-NIR Reflectance Spectroscopy with Multivariate Methods.
Ning Su, Fangfang Pan, Liusan Wang, Shizhuang Weng

Biosensors (Basel)· August 2021

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Advanced Application of Raman Spectroscopy and Surface-Enhanced Raman Spectroscopy in Plant Disease Diagnostics: A Review.
Shizhuang Weng, Xujin Hu, Jinghong Wang, Le Tang, Pan Li

J Agric Food Chem· March 2021

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