AUC-RF: a new strategy for genomic profiling with random forest. (Q51519759)

6 April 2018

title

AUC-RF: a new strategy for genomic profiling with random forest. (English)

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Anne-Laure Boulesteix

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3

object named as

Anne-Laure Boulesteix

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6 April 2018

author name string

M Luz Calle

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Victor Urrea

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publication date

11 October 2011

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published in

Human Heredity

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volume

72

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issue

2

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page(s)

121-132

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Architecture of inherited susceptibility to common cancer

cites work

1 reference

Genetic associations: false or true?

21 January 2018

1 reference

Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer

21 January 2018

1 reference

Improving strategies for detecting genetic patterns of disease susceptibility in association studies.

21 January 2018

1 reference

mbmdr: an R package for exploring gene-gene interactions associated with binary or quantitative traits

21 January 2018

1 reference

From disease association to risk assessment: an optimistic view from genome-wide association studies on type 1 diabetes.

21 January 2018

1 reference

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

21 January 2018

1 reference

Gene selection and classification of microarray data using random forest.

21 January 2018

1 reference

GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest

21 January 2018

1 reference

The gene expression signature of genomic instability in breast cancer is an independent predictor of clinical outcome

21 January 2018

1 reference

Gene expression profiles identify inflammatory signatures in dendritic cells

21 January 2018

1 reference

Quantitative trait prediction based on genetic marker-array data, a simulation study

21 January 2018

1 reference

Stability and aggregation of ranked gene lists

21 January 2018

1 reference

Selecting Differentially Expressed Genes from Microarray Experiments

21 January 2018

1 reference

Bias in random forest variable importance measures: illustrations, sources and a solution

21 January 2018

1 reference

Conditional variable importance for random forests

21 January 2018

1 reference

Letter to the editor: Stability of Random Forest importance measures.

21 January 2018

1 reference

The genetic interpretation of area under the ROC curve in genomic profiling

21 January 2018

1 reference

NAT2 slow acetylation, GSTM1 null genotype, and risk of bladder cancer: results from the Spanish Bladder Cancer Study and meta-analyses

21 January 2018

1 reference

Smoking and bladder cancer in Spain: effects of tobacco type, timing, environmental tobacco smoke, and gender.

21 January 2018

1 reference

Predictive testing for complex diseases using multiple genes: fact or fiction?

21 January 2018

1 reference

A flexible computational framework for detecting, characterizing, and interpreting statistical patterns of epistasis in genetic studies of human disease susceptibility

21 January 2018

1 reference

BOOST: A fast approach to detecting gene-gene interactions in genome-wide case-control studies

21 January 2018

1 reference

The impact of genotype frequencies on the clinical validity of genomic profiling for predicting common chronic diseases

21 January 2018

1 reference

Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker

21 January 2018

1 reference

Using the optimal receiver operating characteristic curve to design a predictive genetic test, exemplified with type 2 diabetes

21 January 2018

1 reference

Interpretation of genetic association studies: markers with replicated highly significant odds ratios may be poor classifiers

21 January 2018

1 reference

Using the optimal robust receiver operating characteristic (ROC) curve for predictive genetic tests.

21 January 2018

1 reference

Evaluation of the discriminative accuracy of genomic profiling in the prediction of common complex diseases

21 January 2018

1 reference

On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data

21 January 2018

1 reference

Performance of random forest when SNPs are in linkage disequilibrium.

21 January 2018

1 reference

Joint analysis of two microarray gene-expression data sets to select lung adenocarcinoma marker genes

21 January 2018

1 reference

Identifying SNPs predictive of phenotype using random forests

21 January 2018

1 reference

Beyond odds ratios — communicating disease risk based on genetic profiles

21 January 2018

1 reference

21 January 2018

Identifiers

DOI

10.1159/000330778

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6 April 2018

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6 April 2018