Rapid and accurate identification of foodborne bacteria: a combined approach using confocal Raman micro-spectroscopy and explainable machine learning
Qiancheng Tu, Miaoyun Li, Zhiyuan Sun, Huimin Niu, Lijun Zhao, Yanxiao Wang, Lingxia Sun, Yanxia Liu, Yaodi Zhu, Gaiming Zhao
Topics & Concepts
InterpretabilityArtificial intelligenceSupport vector machineRaman spectroscopyComputer scienceFeature selectionRandom forestIdentification (biology)Pattern recognition (psychology)WorkflowMachine learningFeature (linguistics)Data miningOpticsPhysicsDatabaseBiologyBotanyPhilosophyLinguisticsSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesBiosensors and Analytical Detection