(Q28728670)

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Interpretation and visualization of non-linear data fusion in kernel space: study on metabolomic characterization of progression of multiple sclerosis

scientific article (publication date: 2012)

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scholarly article

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Interpretation and visualization of non-linear data fusion in kernel space: study on metabolomic characterization of progression of multiple sclerosis (English)

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multiple sclerosis

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1 reference

based on heuristic

inferred from title

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based on heuristic

inferred from title

Lutgarde Buydens

8

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Agnieszka Smolinska

1

object named as

Agnieszka Smolinska

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Lionel Blanchet

object named as

Lionel Blanchet

2

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author name string

Leon Coulier

3

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Kirsten A M Ampt

4

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Theo Luider

5

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Rogier Q Hintzen

6

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Sybren S Wijmenga

7

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language of work or name

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publication date

2012

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7

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6

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e38163

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copyright license

Creative Commons Attribution 4.0 International

8 June 2012

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April 2022 Public Data File from Crossref

copyright status

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Multiple sclerosis

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371049

17 March 2017

Assessing the performance of statistical validation tools for megavariate metabolomics data

1 reference

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Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis

1 reference

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Quantitative proteomics and metabolomics analysis of normal human cerebrospinal fluid samples

1 reference

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Visualization and recovery of the (bio)chemical interesting variables in data analysis with support vector machine classification

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Interpretation of ANOVA models for microarray data using PCA.

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Metabolomics-based systems biology and personalized medicine: moving towards n = 1 clinical trials?

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Targeted profiling: quantitative analysis of 1H NMR metabolomics data

1 reference

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Fusion of mass spectrometry-based metabolomics data

1 reference

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Kernel methods for predicting protein-protein interactions

1 reference

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Rational selection of training and test sets for the development of validated QSAR models

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Kernel discriminant analysis for positive definite and indefinite kernels

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Gene Selection for Cancer Classification using Support Vector Machines

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Microbial metabolomics with gas chromatography/mass spectrometry

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Analytical error reduction using single point calibration for accurate and precise metabolomic phenotyping.

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Predictive QSAR modeling based on diversity sampling of experimental datasets for the training and test set selection

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Discrimination of biofilm samples using pattern recognition techniques.

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Intra- and inter-omic fusion of metabolic profiling data in a systems biology framework

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NMR-based metabolomic analysis of cerebrospinal fluid and serum in neurological diseases - a diagnostic tool?

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Opening the kernel of kernel partial least squares and support vector machines

1 reference

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based on heuristic

inferred from PubMed ID database lookup

A method for calibration and validation subset partitioning

1 reference

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12 December 2020

based on heuristic

inferred from PubMed ID database lookup

A Perfect Smoother

1 reference

https://pubmed.ncbi.nlm.nih.gov/22715376

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Evaluation of different techniques for data fusion of LC/MS and 1H-NMR

1 reference

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31 July 2023

Assessment of PLSDA cross validation

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1H NMR-based metabonomics for the diagnosis of inborn errors of metabolism in urine

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Identifiers

10.1371/JOURNAL.PONE.0038163

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

2012PLoSO...738163S

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OpenCitations bibliographic resource ID

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

ResearchGate publication ID

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