Publication result detail

Bacterial pattern identification in near-infrared spectrum

KŘEPELKA, P.; PEREZ-RODRIGUEZ, F.; BARTUŠEK, K.

Original Title

Bacterial pattern identification in near-infrared spectrum

English Title

Bacterial pattern identification in near-infrared spectrum

Type

Peer-reviewed article not indexed in WoS or Scopus

Original Abstract

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.

English abstract

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.

Keywords

Infrared imaging, spectroscopy, cells, absorption, Near infrared spectroscopy

Key words in English

Infrared imaging, spectroscopy, cells, absorption, Near infrared spectroscopy

Authors

KŘEPELKA, P.; PEREZ-RODRIGUEZ, F.; BARTUŠEK, K.

Released

17.09.2014

Publisher

Lublin University of Technology

Location

Lublin

ISBN

2083-0157

Periodical

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska

Volume

4

Number

3

State

Republic of Poland

Pages from

58

Pages to

60

Pages count

3

URL

https://ph.pollub.pl/index.php/iapgos/article/view/1235

Full text in the Digital Library

http://hdl.handle.net/11012/201716

BibTex

@article{BUT110141,
  author="Pavel {Křepelka} and Fernando {Perez-Rodriguez} and Karel {Bartušek}",
  title="Bacterial pattern identification in near-infrared spectrum",
  journal="Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska",
  year="2014",
  volume="4",
  number="3",
  pages="58--60",
  doi="10.5604/20830157.1121369",
  issn="2083-0157",
  url="https://ph.pollub.pl/index.php/iapgos/article/view/1235"
}

Documents

1235-Article Text-3407-1-10-20191230