Accurate classification of Listeria species by MALDI-TOF mass spectrometry incorporating denoising autoencoder and machine learning

2021 ◽  
pp. 106378
Author(s):  
Yunhong Li ◽  
Zeyu Gan ◽  
Xi Zhou ◽  
Zhiwei Chen
Keyword(s):  
Machine Learning ◽  
Mass Spectrometry ◽  
Denoising Autoencoder ◽  
Maldi Tof Mass Spectrometry ◽  
Listeria Species ◽  
Maldi Tof

scholarly journals MALDI-TOF mass spectrometry-based identification of Listeria species in surveillance: A prospective study

2018 ◽  
Vol 144 ◽  
pp. 29-32 ◽  
Author(s):  
Pierre Thouvenot ◽  
Guillaume Vales ◽  
Hélène Bracq-Dieye ◽  
Nathalie Tessaud-Rita ◽  
Mylène M. Maury ◽  
...  
Keyword(s):  
Mass Spectrometry ◽  
Prospective Study ◽  
Maldi Tof Mass Spectrometry ◽  
Listeria Species ◽  
Maldi Tof ◽  
A Prospective Study

scholarly journals MALDI-TOF mass spectrometry on intact bacteria combined with a refined analysis framework allows accurate classification of MSSA and MRSA

PLoS ONE ◽  
2019 ◽  
Vol 14 (6) ◽  
pp. e0218951 ◽  
Author(s):  
Wenhao Tang ◽  
Nisha Ranganathan ◽  
Vahid Shahrezaei ◽  
Gerald Larrouy-Maumus
Keyword(s):  
Mass Spectrometry ◽  
Analysis Framework ◽  
Maldi Tof Mass Spectrometry ◽  
Maldi Tof

scholarly journals Updating the taxonomic toolbox: classification of Alteromonas spp. using multilocus phylogenetic analysis and MALDI-TOF mass spectrometry

2012 ◽  
Vol 103 (2) ◽  
pp. 265-275 ◽  
Author(s):  
Hooi Jun Ng ◽  
Hayden K. Webb ◽  
Russell J. Crawford ◽  
François Malherbe ◽  
Henry Butt ◽  
...  
Keyword(s):  
Mass Spectrometry ◽  
Phylogenetic Analysis ◽  
Maldi Tof Mass Spectrometry ◽  
Maldi Tof
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