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Topological and kernel-based microbial phenotype prediction from MALDI-TOF mass spectra

MOTIVATION: Microbial species identification based on matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) has become a standard tool in clinical microbiology. The resulting MALDI-TOF mass spectra also harbour the potential to deliver prediction results for o...

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Detalles Bibliográficos
Autores principales: Weis, Caroline, Horn, Max, Rieck, Bastian, Cuénod, Aline, Egli, Adrian, Borgwardt, Karsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7355261/
https://www.ncbi.nlm.nih.gov/pubmed/32657381
http://dx.doi.org/10.1093/bioinformatics/btaa429