(Q34113527)

31 July 2017

title

The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures (English)

1 reference

31 July 2017

1 reference

Pierre Gestraud

2

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Jean-Philippe Vert

object named as

Jean-Philippe Vert

series ordinal

3

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author name string

Anne-Claire Haury

series ordinal

1

1 reference

31 July 2017

language of work or name

English

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publication date

21 December 2011

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31 July 2017

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31 July 2017

volume

6

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31 July 2017

issue

12

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31 July 2017

page(s)

e28210

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Creative Commons Attribution 4.0 International

31 July 2017

copyright license

start time

21 December 2011

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

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cites work

Predicting prognosis of breast cancer with gene signatures: are we lost in a sea of data?

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Functional analysis of multiple genomic signatures demonstrates that classification algorithms choose phenotype-related genes

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Prediction of breast cancer prognosis using gene set statistics provides signature stability and biological context

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Gene-expression signatures in breast cancer

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

A comprehensive analysis of prognostic signatures reveals the high predictive capacity of the proliferation, immune response and RNA splicing modules in breast cancer

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

NCBI GEO: archive for high-throughput functional genomic data

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Meta-analysis of gene expression profiles in breast cancer: toward a unified understanding of breast cancer subtyping and prognosis signatures

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Pathway analysis reveals functional convergence of gene expression profiles in breast cancer

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

A new method to measure the semantic similarity of GO terms

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Concordance among gene-expression-based predictors for breast cancer

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

A comparison of univariate and multivariate gene selection techniques for classification of cancer datasets

5 July 2018

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

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

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Gene expression profiling in breast cancer: understanding the molecular basis of histologic grade to improve prognosis

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Evolving gene/transcript definitions significantly alter the interpretation of GeneChip data

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Gene expression profiling spares early breast cancer patients from adjuvant therapy: derived and validated in two population-based cohorts

5 July 2018

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Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer

5 July 2018

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Outcome signature genes in breast cancer: is there a unique set?

5 July 2018

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Exploration, normalization, and summaries of high density oligonucleotide array probe level data

5 July 2018

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Pitfalls in the use of DNA microarray data for diagnostic and prognostic classification

5 July 2018

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3244389

Selection bias in gene extraction on the basis of microarray gene-expression data

5 July 2018

1 reference

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Robust biomarker identification for cancer diagnosis with ensemble feature selection methods.

5 July 2018

1 reference

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Wrappers for feature subset selection

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0028210

Gene Selection for Cancer Classification using Support Vector Machines

21 January 2018

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https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0028210

Genetic reclassification of histologic grade delineates new clinical subtypes of breast cancer.

21 January 2018

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Prediction of cancer outcome with microarrays: a multiple random validation strategy

21 January 2018

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PubMed

https://pubmed.ncbi.nlm.nih.gov/22205940

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Microarrays and molecular research: noise discovery?

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22205940

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1371/JOURNAL.PONE.0028210

1 reference

31 July 2017

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1 reference

1 reference

31 July 2017

1 reference