Rapid detection of drug abuse via tear analysis using surface enhanced Raman spectroscopy and machine learning

Rapid detection of drug abuse via tear analysis using surface enhanced Raman spectroscopy and machine learning

Abstract With the growing global challenge of drug abuse, there is an urgent need for rapid, accurate, and cost-effective drug detection methods. This study introduces an innovative approach to drug abuse screening by quickly detecting ephedrine (EPH) in tears using drop coating deposition-surface e...

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Bibliographic Details
Main Authors: Yingbin Wang, Yulong Huang, Xiaobao Liu, Chishan Kang, Wenjie Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Drug abuse
Ephedrine
Tear
Surface enhanced Raman spectroscopy
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-85451-y
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https://doi.org/10.1038/s41598-025-85451-y

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