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Algorithms and tools for the preprocessing of LC-MS metabolomics data
Sandra Castillo
*
,
Peddinti Gopalacharyulu
, Laxman Yetukuri
, Matej Orešič
*
Corresponding author for this work
Research output
:
Contribution to journal
›
Article
›
Scientific
›
peer-review
152
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Keyphrases
Liquid Chromatography-tandem Mass Spectrometry (LC-MS/MS)
100%
Metabolomics Data
100%
Liquid Chromatography Coupled with Mass Spectrometry
100%
Mass Spectrometry Profiling
66%
Active Area
33%
Small Molecules
33%
Metabolomics
33%
Biological Samples
33%
Data Preprocessing
33%
Data pipeline
33%
Mass Spectrometry-based Metabolomics
33%
Metabolomics Research
33%
Automatic Tool
33%
Noise Filtering
33%
Deisotoping
33%
Peak Detection
33%
Complex Biological Samples
33%
Biological Information
33%
INIS
tools
100%
data
100%
algorithms
100%
mass spectrometry
50%
liquid column chromatography
50%
computer codes
33%
information
16%
reviews
16%
pipelines
16%
molecules
16%
demand
16%
detection
16%
peaks
16%
noise
16%
metabolites
16%
alignment
16%
extraction
16%
Medicine and Dentistry
Metabolomics
100%
Liquid Chromatography-Mass Spectrometry
100%
Liquid Chromatography
75%
Mass Spectrum
75%
Metabolite
25%
Neuroscience
Chromatography
100%
Mass Spectrometry
100%
Liquid Chromatography-Mass Spectrometry
100%
Computer Science
Data Preprocessing
100%
Software Development Tool
50%
Future Direction
50%
Physics
Mass Spectroscopy
100%