Helix Matrix Transformation Combined With Convolutional Neural Network Algorithm for Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry-Based Bacterial Identification

Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) analysis is a rapid and reliable method for bacterial identification. Classification algorithms, as a critical part of the MALDI-TOF MS analysis approach, have been developed using both traditional algorithms...

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Detalles Bibliográficos
Autores principales: Ling, Jin, Li, Gaomin, Shao, Hong, Wang, Hong, Yin, Hongrui, Zhou, Hu, Song, Yufei, Chen, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693542/
https://www.ncbi.nlm.nih.gov/pubmed/33304324
http://dx.doi.org/10.3389/fmicb.2020.565434

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693542/
https://www.ncbi.nlm.nih.gov/pubmed/33304324
http://dx.doi.org/10.3389/fmicb.2020.565434

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