(Q30664694)

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Trials and tribulations of 'omics data analysis: assessing quality of SIMCA-based multivariate models using examples from pulmonary medicine

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scholarly article

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Europe PubMed Central

PubMed publication ID

26 June 2017

Trials and tribulations of 'omics data analysis: assessing quality of SIMCA-based multivariate models using examples from pulmonary medicine (English)

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

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multivariate statistics

1 reference

based on heuristic

inferred from title

author name string

Åsa M Wheelock

1

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

Craig E Wheelock

2

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

publication date

1 November 2013

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

Molecular BioSystems

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Europe PubMed Central

PubMed publication ID

26 June 2017

9

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

11

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

2589-2596

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

Chronic lung diseases

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

The global burden of disease, 1990–2020

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

New insights into asthma pathogenesis and treatment

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

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Integrative systems biology approaches in asthma pharmacogenomics

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

An integrative systems biology approach to understanding pulmonary diseases

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Towards systems biology of human pulmonary fibrosis

1 reference

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Addressing the complexity of chronic obstructive pulmonary disease: from phenotypes and biomarkers to scale-free networks, systems biology, and P4 medicine

1 reference

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21 January 2018

Toward systems biology of pulmonary hypertension

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Power and sample size when multiple endpoints are considered

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

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Do multiple outcome measures require p-value adjustment?

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

The use of network analyses for elucidating mechanisms in cardiovascular disease

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

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The false-positive to false-negative ratio in epidemiologic studies

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Ten years of pathway analysis: current approaches and outstanding challenges

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Altered microRNA profiles in bronchoalveolar lavage fluid exosomes in asthmatic patients

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Allergic asthmatics show divergent lipid mediator profiles from healthy controls both at baseline and following birch pollen provocation

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Asthmatics exhibit altered oxylipin profiles compared to healthy individuals after subway air exposure

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Area-level socio-economic status and health status among adults with asthma and rhinitis

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Metabolomic biomarkers in a model of asthma exacerbation: urine nuclear magnetic resonance

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Metabolomic profiling of asthma: diagnostic utility of urine nuclear magnetic resonance spectroscopy

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Lipid mediator profiles differ between lung compartments in asthmatic and healthy humans.

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

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Gender differences in the bronchoalveolar lavage cell proteome of patients with chronic obstructive pulmonary disease.

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Quantification of dyspnoea using descriptors: development and initial testing of the Dyspnoea-12.

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Qualitative aspects of breathlessness in health and disease.

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COPD phenotype description using principal components analysis

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

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Clinical COPD phenotypes: a novel approach using principal component and cluster analyses

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Discriminating pulmonary hypertension caused by monocrotaline toxicity from chronic hypoxia by near-infrared spectroscopy and multivariate methods of analysis.

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Quantitative intact proteomics investigations of alveolar macrophages in sarcoidosis

1 reference

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Chemometrics in metabolomics--a review in human disease diagnosis

1 reference

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21 January 2018

MetaboAnalyst 2.0--a comprehensive server for metabolomic data analysis

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Chemometrics in metabonomics.

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Multivariate analysis of complex gene expression and clinical phenotypes with genetic marker data.

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Building multivariate systems biology models

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Orthogonal projections to latent structures (O-PLS)

1 reference

https://api.crossref.org/works/10.1039%2FC3MB70194H

21 January 2018

Things I have learned (so far).

1 reference

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21 January 2018

Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models

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21 January 2018

A direct approach to false discovery rates

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21 January 2018

A farewell to Bonferroni: the problems of low statistical power and publication bias

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1 reference

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21 January 2018

Targeted metabolomics identifies perturbations in amino acid metabolism that sub-classify patients with COPD

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21 January 2018

Metabolic profiling detects biomarkers of protein degradation in COPD patients

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21 January 2018

Identifiers

10.1039/C3MB70194H

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

PubMed publication ID

1 reference

Europe PubMed Central

PubMed publication ID

26 June 2017

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