Rapid identification of pathogens by using surface-enhanced Raman spectroscopy and multi-scale convolutional neural network

Author(s):  
Jingyu Ding ◽  
Qingqing Lin ◽  
Jiameng Zhang ◽  
Glenn M Young ◽  
Chun Jiang ◽  
...  
2019 ◽  
Vol 2019 ◽  
pp. 1-5
Author(s):  
Lin Bao ◽  
Siqingaowa Han ◽  
Xuanyu Sha ◽  
Hang Zhao ◽  
Yuping Liu ◽  
...  

Promethazine and scopolamine are two major components of a drug commonly used as a substitute for heroin addiction but with its own potential for abuse. Here, surface-enhanced Raman spectroscopy experiments were combined with density functional theory computations of the Raman frequencies of promethazine. The enhancement of the SERS substrate was optimized by contrast detection of silver nanoparticles. The optimized substrate was used to detect scopolamine, promethazine and their mixtures. Several mixtures of different concentrations were detected and analyzed. The approach of rapid identification and monitoring of drugs will become an important tool in the detection and control of illicit drug use.


2017 ◽  
Vol 49 (3) ◽  
pp. 472-481 ◽  
Author(s):  
Kangzhen Tian ◽  
Wen Wang ◽  
Yue Yao ◽  
Xinming Nie ◽  
Aixia Lu ◽  
...  

2020 ◽  
Vol 12 (3) ◽  
pp. 376-382 ◽  
Author(s):  
Panxue Wang ◽  
Xuejie Wang ◽  
Yan Sun ◽  
Guoli Gong ◽  
Mingtao Fan ◽  
...  

SERS was used to discriminate and quantify the antibiotic susceptibility of lactic acid bacteria at the early period of treatment.


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