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  • Abstract. Microorganism identification, primary bacterial identification and pathogen detection, is important in a lot of microbial scientific areas (diagnosing of infection diseases, food protection). In this, the identification of the strains was performed by near infrared spectroscopy (wavelength from 900 nm to 2500 nm). Different techniques for classification (CVA,ANN...) were examined. It was reached to 100% accuracy on limited count of samples. Near Infrared (NIR) spectroscopy seems to be as suitable method for rapid bacteria identification. It can be used in a wide variety of food protection, medicine microbiology, bio-terrorism threats and environmental studies.
  • Abstract. Microorganism identification, primary bacterial identification and pathogen detection, is important in a lot of microbial scientific areas (diagnosing of infection diseases, food protection). In this, the identification of the strains was performed by near infrared spectroscopy (wavelength from 900 nm to 2500 nm). Different techniques for classification (CVA,ANN...) were examined. It was reached to 100% accuracy on limited count of samples. Near Infrared (NIR) spectroscopy seems to be as suitable method for rapid bacteria identification. It can be used in a wide variety of food protection, medicine microbiology, bio-terrorism threats and environmental studies. (en)
Title
  • BACTERIAL PATTERN IDENTIFICATION IN NEAR-INFRARED SPECTRUM
  • BACTERIAL PATTERN IDENTIFICATION IN NEAR-INFRARED SPECTRUM (en)
skos:prefLabel
  • BACTERIAL PATTERN IDENTIFICATION IN NEAR-INFRARED SPECTRUM
  • BACTERIAL PATTERN IDENTIFICATION IN NEAR-INFRARED SPECTRUM (en)
skos:notation
  • RIV/00216305:26220/14:PU110976!RIV15-MSM-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 3
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 4765
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/14:PU110976
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Infrared imaging, spectroscopy, cells, absorption, Near infrared spectroscopy (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • PL - Polská republika
http://linked.open...ontrolniKodProRIV
  • [BCEC15749B18]
http://linked.open...i/riv/nazevZdroje
  • Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 2014
http://linked.open...iv/tvurceVysledku
  • Bartušek, Karel
  • Křepelka, Pavel
  • Perez-Rodriguez, Fernando
issn
  • 2083-0157
number of pages
http://bibframe.org/vocab/doi
  • 10.5604/20830157.1121369
http://localhost/t...ganizacniJednotka
  • 26220
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