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Deep learning-enabled Raman spectroscopic identification of pathogen-derived extracellular vesicles and the biogenesis process YF Qin, XY Lu, Z Shi, QS Huang, X Wang, B Ren, L Cui Analytical Chemistry 94 (36), 12416-12426, 2022 | 39 | 2022 |
Rapidly determining the 3D structure of proteins by surface-enhanced Raman spectroscopy H Ma, S Yan, X Lu, YF Bao, J Liu, L Liao, K Dai, M Cao, X Zhao, H Yan, ... Science Advances 9 (47), eadh8362, 2023 | 21 | 2023 |
1D gradient-weighted class activation mapping, visualizing decision process of convolutional neural network-based models in spectroscopy analysis G Shi, H Wu, S Luo, X Lu, B Ren, Q Zhang, W Lin, R Chen, P Guo, ... Analytical Chemistry 95 (26), 9959-9966, 2023 | 12 | 2023 |
Correlation coefficient-directed label-free characterization of native proteins by surface-enhanced Raman spectroscopy PS Wang, H Ma, S Yan, X Lu, H Tang, XH Xi, XH Peng, Y Huang, YF Bao, ... Chemical Science 13 (46), 13829-13835, 2022 | 11 | 2022 |
Deep Learning-Assisted Spectrum–Structure Correlation: State-of-the-Art and Perspectives XY Lu, HP Wu, H Ma, H Li, J Li, YT Liu, ZY Pan, Y Xie, L Wang, B Ren, ... Analytical Chemistry 96 (20), 7959-7975, 2024 | 6 | 2024 |
Signal2signal: Pushing the Spatiotemporal Resolution to the Limit by Single Chemical Hyperspectral Imaging S Luo, X Zhao, M Cao, J Xu, W Wang, X Lu, Q Huang, X Yue, G Liu, ... Analytical Chemistry 96 (17), 6550-6557, 2024 | 2 | 2024 |
Patch-Based Convolutional Encoder: A Deep Learning Algorithm for Spectral Classification Balancing the Local and Global Information XY Lu, CY Wang, H Tang, YF Qin, L Cui, X Wang, GK Liu, B Ren Analytical Chemistry 96 (7), 2866-2873, 2024 | 2 | 2024 |
Open-set deep learning–enabled single-cell Raman spectroscopy for rapid identification of airborne pathogens in real-world environments L Zhu, Y Yang, F Xu, X Lu, M Shuai, Z An, X Chen, H Li, FL Martin, ... Science Advances 11 (2), eadp7991, 2025 | | 2025 |