(Q34252126)

31 July 2017

Random forests for genomic data analysis (English)

1 reference

31 July 2017

0 references

1 reference

2

Hemant Ishwaran

1 reference

31 July 2017

Xi Chen

1

1 reference

31 July 2017

21 April 2012

1 reference

31 July 2017

1 reference

31 July 2017

99

1 reference

31 July 2017

6

1 reference

31 July 2017

323-329

1 reference

MissForest--non-parametric missing value imputation for mixed-type data.

31 July 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Power of data mining methods to detect genetic associations and interactions

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Genome Wide Association Study to predict severe asthma exacerbations in children using random forests classifiers

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Pathway-based identification of SNPs predictive of survival

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

The meaning of interaction

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Predicting in vitro drug sensitivity using Random Forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

A screening methodology based on Random Forests to improve the detection of gene-gene interactions

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

A machine learning approach to predicting protein-ligand binding affinity with applications to molecular docking

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

The behaviour of random forest permutation-based variable importance measures under predictor correlation

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Maximal conditional chi-square importance in random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Evaluation of single-nucleotide polymorphism imputation using random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Assessing the performance of prediction models: a framework for traditional and novel measures

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Pathway analysis using random forests with bivariate node-split for survival outcomes

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Detecting gene-gene interactions that underlie human diseases

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Performance of random forest when SNPs are in linkage disequilibrium.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

A random forest approach to the detection of epistatic interactions in case-control studies

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Prediction of protein-protein interaction sites in sequences and 3D structures by random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Prediction of glycosylation sites using random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Prediction of DNA-binding residues in proteins from amino acid sequences using a random forest model with a hybrid feature

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

The performance of risk prediction models

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

6 July 2018

Enriched random forests

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Conditional variable importance for random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Application of machine learning algorithms to predict coronary artery calcification with a sibship-based design

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

The LeFE algorithm: embracing the complexity of gene expression in the interpretation of microarray data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Gene selection and classification of microarray data using random forest.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Screening large-scale association study data: exploiting interactions using random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Information assessment on predicting protein-protein interactions

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

An Integrative Pathway-based Clinical-genomic Model for Cancer Survival Prediction

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Prediction of protein-RNA binding sites by a random forest method with combined features

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Predictor correlation impacts machine learning algorithms: implications for genomic studies.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Evaluating the ability of tree-based methods and logistic regression for the detection of SNP-SNP interaction.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Pathway analysis of single-nucleotide polymorphisms potentially associated with glioblastoma multiforme susceptibility using random forests.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Pathway analysis using random forests classification and regression

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Relating HIV-1 sequence variation to replication capacity via trees and forests

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Global histone modification patterns predict risk of prostate cancer recurrence

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

Identifying SNPs predictive of phenotype using random forests

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3387489

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

28 October 2018

1 reference

https://api.crossref.org/works/10.1016%2FJ.YGENO.2012.04.003

7 January 2021

1 reference

https://api.crossref.org/works/10.1016%2FJ.YGENO.2012.04.003

Random Forests and Adaptive Nearest Neighbors

7 January 2021

1 reference

https://api.crossref.org/works/10.1016%2FJ.YGENO.2012.04.003

7 January 2021

Random survival forests

1 reference

https://api.crossref.org/works/10.1016%2FJ.YGENO.2012.04.003

Unsupervised Learning With Random Forest Predictors

7 January 2021

1 reference

https://api.crossref.org/works/10.1016%2FJ.YGENO.2012.04.003

10.1016/J.YGENO.2012.04.003

7 January 2021

Identifiers

DOI

1 reference

release_zrqyvvab3jdlnn5navceywderi

31 July 2017

1 reference

Fatcat

https://api.fatcat.wiki/v0/release/zrqyvvab3jdlnn5navceywderi

mapped directly with Wikidata item

24 November 2022

based on heuristic

PMCID

3387489

1 reference

31 July 2017

1 reference

PubMed ID

22546560