Advanced Algorithms for Bacterial Analysis in Body Fluids Using Raman Tweezers

Vaculík, Ondřej; Bernatová,  Silvie; Sery, Mojmir; Šiler,  Martin; Samek,  Ota; Rebrošová,  Katarína; Růžička,  Filip; Zemánek,  Pavel

Advanced Algorithms for Bacterial Analysis in Body Fluids Using Raman Tweezers

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This publication doesn't include Institute of Computer Science. It includes Faculty of Medicine. Official publication website can be found on muni.cz.

Authors	VACULÍK Ondřej BERNATOVÁ Silvie SERY Mojmir ŠILER Martin SAMEK Ota REBROŠOVÁ Katarína RŮŽIČKA Filip ZEMÁNEK Pavel
Year of publication	2023
Type	Conference abstract
MU Faculty or unit	Faculty of Medicine
Citation
Description	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.
Related projects:	Pokročilé metody detekce patogenních mikroorganizmů a hodnocení účinku antimikrobiálních látek Ramanovou spektroskopií a dalšími metodami na úrovni molekul v optofluidních systémech