Cargando…
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...
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 |
Ejemplares similares
-
Discovery of multi-operon colinear syntenic blocks in microbial genomes
por: Svetlitsky, Dina, et al.
Publicado: (2020) -
Umibato: estimation of time-varying microbial interaction using continuous-time regression hidden Markov model
por: Hosoda, Shion, et al.
Publicado: (2021) -
Bakdrive: identifying a minimum set of bacterial species driving interactions across multiple microbial communities
por: Wang, Qi, et al.
Publicado: (2023) -
AdenPredictor: accurate prediction of the adenylation domain specificity of nonribosomal peptide biosynthetic gene clusters in microbial genomes
por: Mongia, Mihir, et al.
Publicado: (2023) -
IDMIL: an alignment-free Interpretable Deep Multiple Instance Learning (MIL) for predicting disease from whole-metagenomic data
por: Rahman, Mohammad Arifur, et al.
Publicado: (2020)