Bacterial species identification using MALDI-TOF mass spectrometry and machine learning techniques: A large-scale benchmarking study

Today machine learning methods are commonly deployed for bacterial species identification using MALDI-TOF mass spectrometry data. However, most of the studies reported in literature only consider very traditional machine learning methods on small datasets that contain a limited number of species. In...

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Detalles Bibliográficos
Autores principales: Mortier, Thomas, Wieme, Anneleen D., Vandamme, Peter, Waegeman, Willem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8649224/
https://www.ncbi.nlm.nih.gov/pubmed/34938408
http://dx.doi.org/10.1016/j.csbj.2021.11.004

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