(Q30796646)

26 June 2017

title

Current breathomics--a review on data pre-processing techniques and machine learning in metabolomics breath analysis (English)

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26 June 2017

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3

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Agnieszka Smolinska

1

Frederik-Jan van Schooten

A Smolinska

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6

F J van Schooten

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J W Dallinga

4

J W Dallinga

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Jan Baumbach

J Baumbach

5

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author name string

A-Ch Hauschild

2

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26 June 2017

language of work or name

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8 April 2014

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Journal of Breath Research

26 June 2017

published in

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26 June 2017

volume

8

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26 June 2017

issue

2

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26 June 2017

page(s)

027105

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MZmine 2: modular framework for processing, visualizing, and analyzing mass spectrometry-based molecular profile data

26 June 2017

cites work

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4 April 2022

https://opencitations.net/index/coci/api/v1/citations/10.1186/1471-2105-11-395

Centering, scaling, and transformations: improving the biological information content of metabolomics data

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/citations/10.1186/1471-2164-7-142

Biclustering algorithms for biological data analysis: a survey

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/citations/10.1109/TCBB.2004.2

Random Forests

1 reference

Astrophysics Data System

15 December 2022

https://ui.adsabs.harvard.edu/abs/2001MachL..45....5B/citations

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

1 reference

https://opencitations.net/index/coci/api/v1/citations/10.1371/JOURNAL.PONE.0038163

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

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/citations/10.1186/1471-2105-12-254

Screening for emphysema via exhaled volatile organic compounds.

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/citations/10.1088/1752-7155/5/4/046009

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

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/citations/10.1021/AC101338Y

Improved parametric time warping for proteomics

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/citations/10.1016/J.CHEMOLAB.2010.04.008

Discrimination between metastasis and glioblastoma multiforme based on morphometric analysis of MR images.

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/citations/10.3174/AJNR.A2269

Detection of Pseudomonas aeruginosa in sputum headspace through volatile organic compound analysis.

31 July 2023

1 reference

12 April 2024

https://opencitations.net/index/api/v1/citations/10.1186/1465-9921-13-87

Partitioning biological data with transitivity clustering

1 reference

5 May 2024

https://opencitations.net/index/api/v1/citations/10.1038/NMETH0610-419

Identifiers

DOI

10.1088/1752-7155/8/2/027105

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26 June 2017

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