(Q31148892)

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Preprocessing, classification modeling and feature selection using flow injection electrospray mass spectrometry metabolite fingerprint data

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scholarly article

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Europe PubMed Central

PubMed publication ID

29 June 2017

Preprocessing, classification modeling and feature selection using flow injection electrospray mass spectrometry metabolite fingerprint data (English)

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Europe PubMed Central

PubMed publication ID

29 June 2017

feature selection

1 reference

based on heuristic

author name string

David P Enot

1

1 reference

Europe PubMed Central

PubMed publication ID

29 June 2017

Wanchang Lin

2

1 reference

Europe PubMed Central

PubMed publication ID

29 June 2017

Manfred Beckmann

3

1 reference

Europe PubMed Central

PubMed publication ID

29 June 2017

David Parker

4

1 reference

Europe PubMed Central

PubMed publication ID

29 June 2017

David P Overy

5

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Europe PubMed Central

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29 June 2017

John Draper

6

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Europe PubMed Central

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29 June 2017

publication date

1 January 2008

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Europe PubMed Central

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29 June 2017

Nature Protocols

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29 June 2017

3

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Europe PubMed Central

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29 June 2017

3

1 reference

Europe PubMed Central

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29 June 2017

446-470

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Europe PubMed Central

PubMed publication ID

29 June 2017

Data-adaptive test statistics for microarray data

1 reference

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21 January 2018

Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions

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Thousands of samples are needed to generate a robust gene list for predicting outcome in cancer

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Genomic computing. Explanatory analysis of plant expression profiling data using machine learning

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Construction and application of a mass spectral and retention time index database generated from plant GC/EI-TOF-MS metabolite profiles

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A strategy for identifying differences in large series of metabolomic samples analyzed by GC/MS.

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Assessment of 1H NMR spectroscopy and multivariate analysis as a technique for metabolite fingerprinting of Arabidopsis thaliana

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High-throughput classification of yeast mutants for functional genomics using metabolic footprinting.

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Metabolite fingerprinting: detecting biological features by independent component analysis.

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Nontargeted metabolome analysis by use of Fourier Transform Ion Cyclotron Mass Spectrometry

1 reference

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Measuring the metabolome: current analytical technologies

1 reference

https://api.crossref.org/works/10.1038%2FNPROT.2007.511

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High-throughput, nontargeted metabolite fingerprinting using nominal mass flow injection electrospray mass spectrometry

1 reference

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Explanatory signal interpretation and metabolite identification strategies for nominal mass FIE-MS metabolite fingerprints

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Rice blast infection of Brachypodium distachyon as a model system to study dynamic host/pathogen interactions

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Rules of evidence for cancer molecular-marker discovery and validation

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Reliable gene signatures for microarray classification: assessment of stability and performance.

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Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data

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Scaling and normalization effects in NMR spectroscopic metabonomic data sets

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Flow-injection electrospray ionization mass spectrometry of crude cell extracts for high-throughput bacterial identification

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Metabolic profiling allows comprehensive phenotyping of genetically or environmentally modified plant systems

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Use of electrospray ionization mass spectrometry for profiling of crude oil effects on the phospholipid molecular species of two marine bacteria.

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Monitoring the production yields of vincristine and vinblastine in Catharanthus roseus from somatic embryogenesis. Semiquantitative determination by flow-injection electrospray ionization mass spectrometry

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Application of metabolite profiling to the identification of traits in a population of tomato introgression lines

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Chemometric discrimination of unfractionated plant extracts analyzed by electrospray mass spectrometry.

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High-throughput direct-infusion ion trap mass spectrometry: a new method for metabolomics

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A direct approach to false discovery rates

1 reference

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31 March 2020

Identifiers

10.1038/NPROT.2007.511

1 reference

Europe PubMed Central

PubMed publication ID

29 June 2017

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PubMed publication ID

1 reference

Europe PubMed Central

PubMed publication ID

29 June 2017

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