Critical limitations of consensus clustering in class discovery (Q34435254)

2 August 2017

Critical limitations of consensus clustering in class discovery (English)

1 reference

2 August 2017

Yasin Șenbabaoğlu

1

1 reference

2 August 2017

George Michailidis

series ordinal

2

1 reference

2 August 2017

Jun Z Li

series ordinal

3

1 reference

2 August 2017

language of work or name

English

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publication date

27 August 2014

1 reference

2 August 2017

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2 August 2017

4

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2 August 2017

6207

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Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International

2 August 2017

start time

27 August 2014

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

exact match

https://scigraph.springernature.com/pub.10.1038/srep06207

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cites work

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Integrated genomic characterization of endometrial carcinoma

6 July 2018

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Comprehensive molecular portraits of human breast tumours

6 July 2018

1 reference

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Integrated genomic analyses of ovarian carcinoma

6 July 2018

1 reference

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Lung squamous cell carcinoma mRNA expression subtypes are reproducible, clinically important, and correspond to normal cell types

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

LCE: a link-based cluster ensemble method for improved gene expression data analysis.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

MULTI-K: accurate classification of microarray subtypes using ensemble k-means clustering

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Clustering cancer gene expression data: a comparative study

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Comprehensive genomic characterization defines human glioblastoma genes and core pathways

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

6 July 2018

1 reference

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Assessing the significance of chromosomal aberrations in cancer: methodology and application to glioma

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Graph-based consensus clustering for class discovery from gene expression data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Model order selection for bio-molecular data clustering

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Gene expression profiling reveals reproducible human lung adenocarcinoma subtypes in multiple independent patient cohorts

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Molecular subclasses of high-grade glioma predict prognosis, delineate a pattern of disease progression, and resemble stages in neurogenesis

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Computational cluster validation in post-genomic data analysis

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Gene expression profiling identifies molecular subtypes of inflammatory breast cancer

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Consensus clustering and functional interpretation of gene-expression data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Gene expression profiling identifies clinically relevant subtypes of prostate cancer

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Cluster stability scores for microarray data in cancer studies

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Methods for assessing reproducibility of clustering patterns observed in analyses of microarray data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

A prediction-based resampling method for estimating the number of clusters in a dataset

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

A stability based method for discovering structure in clustered data.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Validating clustering for gene expression data.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4145288

Molecular profiling of diffuse large B-cell lymphoma identifies robust subtypes including one characterized by host inflammatory response

6 July 2018

1 reference

Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

21 January 2018

1 reference

Stability-based validation of clustering solutions.

21 January 2018

1 reference

Combining multiple clusterings using evidence accumulation.

21 January 2018

1 reference

Neuronal and glioma-derived stem cell factor induces angiogenesis within the brain.

21 January 2018

1 reference

Modern Applied Statistics with S

21 January 2018

1 reference

inferred from DOI database lookup

7 January 2021

based on heuristic

Identifiers

DOI

10.1038/SREP06207

1 reference

Dimensions Publication ID

2 August 2017

0 references

1 reference

2 August 2017

1 reference