(Q34150662)

31 July 2017

title

Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets (English)

1 reference

principal component analysis

31 July 2017

main subject

0 references

dimensionality reduction

1 reference

3

Kim-Anh Lê Cao

0 references

author name string

Fangzhou Yao

series ordinal

1

1 reference

31 July 2017

Jeff Coquery

series ordinal

2

1 reference

31 July 2017

Kim-Anh Lê Cao

series ordinal

3

1 reference

31 July 2017

publication date

3 February 2012

1 reference

31 July 2017

1 reference

31 July 2017

volume

13

1 reference

31 July 2017

page(s)

24

1 reference

Independent component analysis: mining microarray data for fundamental human gene expression modules

31 July 2017

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

integrOmics: an R package to unravel relationships between two omics datasets

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

A review of independent component analysis application to microarray gene expression 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=3298499

Integration of metabolomic and proteomic phenotypes: analysis of data covariance dissects starch and RFO metabolism from low and high temperature compensation response in Arabidopsis thaliana

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Some new indexes of cluster validity

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Face recognition by independent component analysis

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Elucidating the altered transcriptional programs in breast cancer using independent component analysis

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Simultaneous clustering of gene expression data with clinical chemistry and pathological evaluations reveals phenotypic prototypes

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Component retention in principal component analysis with application to cDNA microarray 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=3298499

Independent component analysis reveals new and biologically significant structures in micro array 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=3298499

Independent component analysis-based penalized discriminant method for tumor classification using gene expression 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=3298499

Error distribution for gene expression 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=3298499

High-throughput metabolic state analysis: the missing link in integrated functional genomics of yeasts.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Application of independent component analysis to microarrays

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Development of a DNA microarray for toxicology based on hepatotoxin-regulated sequences

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Activation of the ATPase activity of hsp90 by the stress-regulated cochaperone aha1

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Prediction of compound signature using high density gene expression profiling

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Transcriptional activation of heme oxygenase-1 and its functional significance in acetaminophen-induced hepatitis and hepatocellular injury in the rat.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Independent component analysis: algorithms and applications

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Gene ontology: tool for the unification of biology

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

A hitchhiker's guide to the human Hsp70 family

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Three-dimensional structure of the ATPase fragment of a 70K heat-shock cognate protein

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Metabolite fingerprinting: detecting biological features by independent component analysis

5 July 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-13-24

Linear modes of gene expression determined by independent component analysis

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-13-24

Bromobenzene-induced hepatotoxicity at the transcriptome level

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-13-24

Gene expression profiling of rat livers reveals indicators of potential adverse effects.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-13-24

Validating the independent components of neuroimaging time series via clustering and visualization.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-13-24

A cluster separation measure.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3298499

Gene expression correlates of clinical prostate cancer behavior

28 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22305354

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Increased levels of hepatic metallothionein in rat and mouse after injection of acetaminophen

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22305354

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1471-2105-13-24

1 reference

31 July 2017

DBLP publication ID

journals/bmcbi/YaoCC12

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

31 July 2017

1 reference