Spectroscopic means and methods for identifying microorganisms in culture

作者: Israel Gannot , Gallya Gannot , Hassan Moinuddin , Dror Lederman

DOI:

关键词: ScatteringMultimodal analysisPrincipal component analysisSpectroscopic detectionData setBiological systemBiomedical engineeringMicroorganismSample (graphics)Spectrum analyzerBiology

摘要: A spectroscopic method for detection and identification of bacteria in culture is disclosed. The incorporates construction at least one data set, which may be a spectrum, interference pattern, or scattering from cultured sample suspected containing said bacteria. set corrected the presence water sample, spectral features are extracted using principal components analysis, classified learning algorithm. In some embodiments invention, example, to differentiate MRS MSSA, multimodal analysis performed made based on spectrum an pattern used determine cell wall thickness, roughness. An apparatus performing also disclosed, embodiment multiple analyzer.

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