(Q51360109)

4 April 2018

title

Effects of pooling samples on the performance of classification algorithms: a comparative study. (English)

1 reference

4 April 2018

author

Christian Baumgartner

3

1 reference

4 April 2018

Klaus R. Liedl

5

1 reference

4 April 2018

author name string

Kanthida Kusonmano

1

1 reference

4 April 2018

Michael Netzer

2

1 reference

4 April 2018

Matthias Dehmer

4

1 reference

4 April 2018

Armin Graber

6

1 reference

4 April 2018

language of work or name

English

0 references

publication date

30 April 2012

1 reference

4 April 2018

The Scientific World Journal

published in

1 reference

4 April 2018

volume

2012

1 reference

4 April 2018

page(s)

278352

1 reference

4 April 2018

Creative Commons Attribution 3.0 Unported

copyright license

start time

1 January 2012

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

cites work

Sample size and statistical power considerations in high-dimensionality data settings: a comparative study of classification algorithms

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Finding Biomarker Signatures in Pooled Sample Designs: A Simulation Framework for Methodological Comparisons

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Applications of machine learning in cancer prediction and prognosis

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

CMA: a comprehensive Bioconductor package for supervised classification with high dimensional data

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

The properties of high-dimensional data spaces: implications for exploring gene and protein expression data.

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

A review of feature selection techniques in bioinformatics

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

What is a support vector machine?

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

On the utility of pooling biological samples in microarray experiments

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Statistical implications of pooling RNA samples for microarray experiments

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Microarray data normalization and transformation

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

A comparative review of statistical methods for discovering differentially expressed genes in replicated microarray experiments

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Diagnosis of multiple cancer types by shrunken centroids of gene expression

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Osteopontin identified as lead marker of colon cancer progression, using pooled sample expression profiling

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Machine learning of clinical performance in a pancreatic cancer database.

22 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry.

14 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

The liver toxicity biomarker study: phase I design and preliminary results.

14 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Penalized logistic regression for detecting gene interactions.

14 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Pooling samples within microarray studies: a comparative analysis of rat liver transcription response to prototypical toxicants

14 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Effects of pooling mRNA in microarray class comparisons

14 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

The efficiency of pooling mRNA in microarray experiments

14 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3361225

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

14 August 2018

1 reference

Crossref

https://api.crossref.org/works/10.1100%2F2012%2F278352

Gene selection and classification of microarray data using random forest.

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1100%2F2012%2F278352

Systems biology: opening new avenues in clinical research

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1100%2F2012%2F278352

Effect of pooling samples on the efficiency of comparative studies using microarrays

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22654582

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Classification of gene microarrays by penalized logistic regression

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22654582

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Pooling mRNA in microarray experiments and its effect on power

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22654582

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1100/2012/278352

1 reference

4 April 2018

PMC publication ID

3361225

1 reference

4 April 2018

PubMed publication ID

22654582

1 reference

4 April 2018