Publications by authors named "Valeriya N Shlyakhtun"
Front Microbiol
December 2020
Article Synopsis
- MALDI-TOF mass spectrometry is an efficient method for identifying microorganisms due to its speed and accuracy, but it lacks a universal reference database for mass spectra.
- This study implements a geometric approach to process mass spectrometry data, enabling the creation of a web-based application that improves identification methods.
- The research shows that new algorithms, which analyze full spectra without peak-picking, achieve accuracy comparable to existing software, with resources and data made available online for further use.
