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Applied and Environmental Microbiology, March 2005, p. 1626-1637, Vol. 71, No. 3
0099-2240/05/$08.00+0 doi:10.1128/AEM.71.3.1626-1637.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Institut für Physikalische Chemie, Friedrich-Schiller-Universität Jena, Jena,1 Lehrstuhl für Mustererkennung und Bildverarbeitung, Institut für Informatik, Albert-Ludwigs-Universität Freiburg, Freiburg,2 Schering AG,3 rap.ID Particle Systems GmbH, Berlin,4 Kayser-Threde GmbH, Munich, Germany5
Received 10 June 2004/ Accepted 29 September 2004
Microorganisms, such as bacteria, which might be present as contamination inside an industrial food or pharmaceutical clean room process need to be identified on short time scales in order to minimize possible health hazards as well as production downtimes causing financial deficits. Here we describe the first results of single-particle micro-Raman measurements in combination with a classification method, the so-called support vector machine technique, allowing for a fast, reliable, and nondestructive online identification method for single bacteria.
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