Rapid identification of pathogens by using surface-enhanced Raman spectroscopy and multi-scale convolutional neural network
Jingyu Ding, Qingqing Lin, Jiameng Zhang, Glenn M. Young, Chun Jiang, Yaoguang Zhong, Jianhua Zhang
Topics & Concepts
SalmonellaSerotypeConvolutional neural networkSalmonella enteritidisSurface-enhanced Raman spectroscopyRaman spectroscopyGold standard (test)Materials scienceArtificial intelligenceChemistryBiological systemComputer sciencePattern recognition (psychology)MicrobiologyBiologyMathematicsPhysicsBacteriaOpticsRaman scatteringStatisticsGeneticsSpectroscopy Techniques in Biomedical and Chemical ResearchBiosensors and Analytical DetectionGold and Silver Nanoparticles Synthesis and Applications