Bacterial pattern identification in near-infrared spectrum

Simple item page
dc.contributor.authorKřepelka, Pavelcs
dc.contributor.authorPerez-Rodriguez, Fernandocs
dc.contributor.authorBartušek, Karelcs
dc.coverage.issue3cs
dc.coverage.volume4cs
dc.date.accessioned2021-10-01T10:53:40Z
dc.date.available2021-10-01T10:53:40Z
dc.date.issued2014-09-17cs
dc.description.abstractAbstract. 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
dc.description.abstractJe rozebrána identifikace bak. kmenů pomocí blízké infračervené spektroskopie (vlnová délka od 900 nm do 2500 nm). Byly zkoumány různé techniky pro klasifikaci (CVA, ANN ...). Bylo dosaženo přesnosti 100% na omezeném počet vzorků. Metoda může být použita v širokém spektru ochrany potravin, farmacie, mikrobiologie a ekologie.cs
dc.formattextcs
dc.format.extent58-60cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationInformatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska. 2014, vol. 4, issue 3, p. 58-60.en
dc.identifier.doi10.5604/20830157.1121369cs
dc.identifier.issn2083-0157cs
dc.identifier.other110141cs
dc.identifier.urihttp://hdl.handle.net/11012/201716
dc.language.isoencs
dc.publisherLublin University of Technologycs
dc.relation.ispartofInformatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiskacs
dc.relation.urihttps://ph.pollub.pl/index.php/iapgos/article/view/1235cs
dc.rightsCreative Commons Attribution-ShareAlike 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/2083-0157/cs
dc.rights.urihttp://creativecommons.org/licenses/by-sa/4.0/cs
dc.subjectInfrared imagingen
dc.subjectspectroscopyen
dc.subjectcellsen
dc.subjectabsorptionen
dc.subjectNear infrared spectroscopyen
dc.subjectInfračervené zobrazování
dc.subjectspektroskopie
dc.subjectbuňky
dc.subjectabsorpce
dc.subjectinfračervená spektroskopie
dc.titleBacterial pattern identification in near-infrared spectrumen
dc.title.alternativeIdentifikace bakteriálních paternů v infračerveném spektrucs
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-110141en
sync.item.dbtypeVAVen
sync.item.insts2021.10.01 12:53:40en
sync.item.modts2021.10.01 12:15:30en
thesis.grantorVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav teoretické a experimentální elektrotechnikycs
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
1235Article Text340711020191230.pdf
Size:
789.27 KB
Format:
Adobe Portable Document Format
Description:
1235Article Text340711020191230.pdf
Download
Collections
Ústav teoretické a experimentální elektrotechniky