(Q33866314)

29 July 2017

title

Optimally splitting cases for training and testing high dimensional classifiers (English)

1 reference

29 July 2017

Kevin K Dobbin

1

1 reference

29 July 2017

Richard M Simon

series ordinal

2

1 reference

29 July 2017

publication date

8 April 2011

1 reference

29 July 2017

1 reference

29 July 2017

volume

4

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29 July 2017

page(s)

31

1 reference

https://scigraph.springernature.com/pub.10.1186/1755-8794-4-31

29 July 2017

exact match

0 references

cites work

A method for constructing a confidence bound for the actual error rate of a prediction rule in high dimensions

1 reference

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Gene expression-based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study

5 July 2018

1 reference

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Critical review of published microarray studies for cancer outcome and guidelines on statistical analysis and reporting

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3090739

Sample size planning for developing classifiers using high-dimensional DNA 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=3090739

Prediction error estimation: a comparison of resampling methods

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3090739

How many samples are needed to build a classifier: a general sequential approach

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3090739

Estimating dataset size requirements for classifying DNA 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=3090739

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

5 July 2018

1 reference

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The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma

5 July 2018

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

5 July 2018

1 reference

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Gene expression profiling predicts clinical outcome of breast cancer

5 July 2018

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Identification and classification of differentially expressed genes in renal cell carcinoma by expression profiling on a global human 31,500-element cDNA array

5 July 2018

1 reference

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Molecular classification of cancer: class discovery and class prediction by gene expression monitoring

5 July 2018

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

5 July 2018

1 reference

Crossref

https://api.crossref.org/works/10.1186%2F1755-8794-4-31

A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.

21 January 2018

1 reference

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A paradigm for class prediction using gene expression profiles

29 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/21477282

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1755-8794-4-31

1 reference

Dimensions Publication ID

29 July 2017

0 references

1 reference

29 July 2017

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