Ondřej Vaculík, S. Bernatová, M. Sery, M. Šiler, O. Samek, K. Rebrošová, F. Ru̇žička, P. Zemánek
{"title":"Advanced Algorithms for Bacterial Analysis in Body Fluids Using Raman Tweezers","authors":"Ondřej Vaculík, S. Bernatová, M. Sery, M. Šiler, O. Samek, K. Rebrošová, F. Ru̇žička, P. Zemánek","doi":"10.1364/oma.2023.aw3d.2","DOIUrl":null,"url":null,"abstract":"Analysis of bacteria in body fluids using Raman tweezers generates a mixture of signals from the bacteria and the medium. Advanced spectral unmixing algorithms (PCA, k-means, FIPPI, N-FINDR) can be used to separate each signal.","PeriodicalId":111173,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/oma.2023.aw3d.2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Analysis of bacteria in body fluids using Raman tweezers generates a mixture of signals from the bacteria and the medium. Advanced spectral unmixing algorithms (PCA, k-means, FIPPI, N-FINDR) can be used to separate each signal.
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