(Q30936288)

15 November 2017

Impact of missing data imputation methods on gene expression clustering and classification (English)

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15 November 2017

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1 reference

Marcilio C P de Souto

series ordinal

1

1 reference

15 November 2017

Pablo A Jaskowiak

series ordinal

2

1 reference

15 November 2017

Ivan G Costa

series ordinal

3

1 reference

15 November 2017

26 February 2015

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15 November 2017

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15 November 2017

16

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15 November 2017

64

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Creative Commons Attribution 4.0 International

15 November 2017

start time

26 February 2015

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April 2022 Public Data File from Crossref

copyright status

copyrighted

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cites work

Missing value imputation for microarray data: a comprehensive comparison study and a web tool

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Missing value imputation for gene expression data: computational techniques to recover missing data from available information.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Biological impact of missing-value imputation on downstream analyses of gene expression profiles

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Impact of missing value imputation on classification for DNA microarray gene expression data--a model-based study

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Comparative analysis of missing value imputation methods to improve clustering and interpretation of microarray experiments

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Dealing with missing values in large-scale studies: microarray data imputation and beyond.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Clustering cancer gene expression data: a comparative study

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Missing value imputation improves clustering and interpretation of gene expression microarray data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Missing value estimation for DNA microarray gene expression data: local least squares imputation

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

LSimpute: accurate estimation of missing values in microarray data with least squares methods

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

A Bayesian missing value estimation method for gene expression profile data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Missing value estimation methods for DNA microarrays

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Computational analysis of microarray data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4350881

Effects of replacing the unreliable cDNA microarray measurements on the disease classification based on gene expression profiles and functional modules.

21 June 2018

1 reference

Crossref

https://api.crossref.org/works/10.1186%2FS12859-015-0494-3

On the choice of the best imputation methods for missing values considering three groups of classification methods

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1186%2FS12859-015-0494-3

10.1186/S12859-015-0494-3

21 January 2018

Identifiers

DOI

1 reference

15 November 2017

journals/bmcbi/SoutoJC15

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

15 November 2017

PubMed publication ID

25888091

1 reference