Rapid Identification of Drug Mechanisms with Deep Learning-Based Multichannel Surface-Enhanced Raman Spectroscopy

Wei Lai; Jiayan Zhao; Jinhong Xue; Tong Zhu; Mingshu Xiao; Tiantian Man; Ying Wan; Hao Pei; Li Li

doi:10.1021/acssensors.4c01205

journal article Aug 14, 2024

Rapid Identification of Drug Mechanisms with Deep Learning-Based Multichannel Surface-Enhanced Raman Spectroscopy

Wei Lai

Jiayan Zhao

Jinhong Xue Tong Zhu

Mingshu Xiao

Tiantian Man Ying Wan

Hao Pei

Li Li

ACS Sensors Vol. 9 No. 8 pp. 4227-4235 · American Chemical Society (ACS)

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Citations

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References

Details

Published: Aug 14, 2024
Vol/Issue: 9(8)
Pages: 4227-4235
License: View

Authors

W

Wei Lai

Hubei Key Laboratory of Energy Storage and Power Battery, School of Mathematics, Physics and Optoelectronic Engineering, Hubei University of Automotive Technology, Shiyan 442002, P. R. China

J

Jiayan Zhao

Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, East China Normal University, 500 Dongchuan Road, Shanghai 200241, P. R. China

J

Jinhong Xue

Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, East China Normal University, 500 Dongchuan Road, Shanghai 200241, P. R. China

T

Tong Zhu

Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, East China Normal University, 500 Dongchuan Road, Shanghai 200241, P. R. China

M

Mingshu Xiao

Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, East China Normal University, 500 Dongchuan Road, Shanghai 200241, P. R. China

T

Tiantian Man

School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, P. R. China

Y

Ying Wan

School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, P. R. China

H

Hao Pei

Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, East China Normal University, 500 Dongchuan Road, Shanghai 200241, P. R. China

L

Li Li

Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, East China Normal University, 500 Dongchuan Road, Shanghai 200241, P. R. China

Funding

National Natural Science Foundation of China Award: 22104038

National Key Research and Development Program of China Award: 2022YFA1206600

Science and Technology Commission of Shanghai Municipality Award: 22ZR1419800

Cite This Article

Wei Lai, Jiayan Zhao, Jinhong Xue, et al. (2024). Rapid Identification of Drug Mechanisms with Deep Learning-Based Multichannel Surface-Enhanced Raman Spectroscopy. ACS Sensors, 9(8), 4227-4235. https://doi.org/10.1021/acssensors.4c01205

Rapid Identification of Drug Mechanisms with Deep Learning-Based Multichannel Surface-Enhanced Raman Spectroscopy

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