(Q33821757)

29 July 2017

title

Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data (English)

1 reference

29 July 2017

main subject

high-dimensional data

0 references

author name string

Richard M Simon

1

1 reference

29 July 2017

Jyothi Subramanian

2

1 reference

29 July 2017

Ming-Chung Li

3

1 reference

29 July 2017

Supriya Menezes

4

1 reference

29 July 2017

publication date

15 February 2011

1 reference

Briefings in Bioinformatics

29 July 2017

published in

1 reference

29 July 2017

volume

12

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29 July 2017

issue

3

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29 July 2017

page(s)

203-214

1 reference

Regularization Paths for Generalized Linear Models via Coordinate Descent

29 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=3105299

Gene expression-based prognostic signatures in lung cancer: ready for clinical use?

4 July 2018

1 reference

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Testing the additional predictive value of high-dimensional molecular data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Survival prediction from clinico-genomic models--a comparative study

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Analysis of gene expression data using BRB-ArrayTools.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

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

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Predicting survival from microarray data--a comparative study

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Assessment of survival prediction models based on microarray data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

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

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Sample size planning for developing classifiers using high-dimensional DNA microarray data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Bias in error estimation when using cross-validation for model selection

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Microarray gene expression data with linked survival phenotypes: diffuse large-B-cell lymphoma revisited

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Cross-validated Cox regression on microarray gene expression data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Prediction error estimation: a comparison of resampling methods

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Partial Cox regression analysis for high-dimensional microarray gene expression data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Semi-supervised methods to predict patient survival from gene expression data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

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

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Partial least squares proportional hazard regression for application to DNA microarray survival data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Linking gene expression data with patient survival times using partial least squares

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

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

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Time-dependent ROC curves for censored survival data and a diagnostic marker

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

Relative Risk Trees for Censored Survival Data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3105299

An evaluation of resampling methods for assessment of survival risk prediction in high-dimensional settings

4 July 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/21324971

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/BIB/BBR001

1 reference

29 July 2017

DBLP publication ID

journals/bib/SimonSLM11

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

29 July 2017

1 reference