4.7 Article

Machine learning approaches for the discovery of gene-gene interactions in disease data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Genetics & Heredity

TRM: A Powerful Two-Stage Machine Learning Approach for Identifying SNP-SNP Interactions

Hui-Yi Lin et al.

ANNALS OF HUMAN GENETICS (2012)

Article Oncology

Combined effect of low-penetrant SNPs on breast cancer risk

S. Harlid et al.

BRITISH JOURNAL OF CANCER (2012)

Review Biochemical Research Methods

An empirical comparison of several recent epistatic interaction detection methods

Yue Wang et al.

BIOINFORMATICS (2011)

Article Biochemical Research Methods

SNPInterForest: A new method for detecting epistatic interactions

Makiko Yoshida et al.

BMC BIOINFORMATICS (2011)

Article Genetics & Heredity

BOOST: A Fast Approach to Detecting Gene-Gene Interactions in Genome-wide Case-Control Studies

Xiang Wan et al.

AMERICAN JOURNAL OF HUMAN GENETICS (2010)

Article Biochemical Research Methods

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

Daniel F. Schwarz et al.

BIOINFORMATICS (2010)

Review Biochemical Research Methods

Bioinformatics challenges for genome-wide association studies

Jason H. Moore et al.

BIOINFORMATICS (2010)

Article Biochemistry & Molecular Biology

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

Lizzy De Lobel et al.

EUROPEAN JOURNAL OF HUMAN GENETICS (2010)

Review Genetics & Heredity

Epistasis and Its Implications for Personal Genetics

Jason H. Moore et al.

AMERICAN JOURNAL OF HUMAN GENETICS (2009)

Review Genetics & Heredity

Detecting gene-gene interactions that underlie human diseases

Heather J. Cordell

NATURE REVIEWS GENETICS (2009)

Article Multidisciplinary Sciences

Potential etiologic and functional implications of genome-wide association loci for human diseases and traits

Lucia A. Hindorff et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)

Article Genetics & Heredity

A support vector machine approach for detecting gene-gene interaction

Shyh-Huei Chen et al.

GENETIC EPIDEMIOLOGY (2008)

Article Genetics & Heredity

The emerging landscape of breast cancer susceptibility

Michael R. Stratton et al.

NATURE GENETICS (2008)

Article Mathematical & Computational Biology

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

M. L. Calle et al.

STATISTICS IN MEDICINE (2008)

Article Biochemical Research Methods

Odds ratio based multifactor-dimensionality reduction method for detecting gene-gene interactions

Yujin Chung et al.

BIOINFORMATICS (2007)

Article Computer Science, Artificial Intelligence

Genetic programming neural networks: A powerful bioinformatics tool for human genetics

Marylyn D. Ritchie et al.

APPLIED SOFT COMPUTING (2007)

Article Genetics & Heredity

Genome-wide strategies for detecting multiple loci that influence complex diseases

J Marchini et al.

NATURE GENETICS (2005)

Article Genetics & Heredity

Identifying SNPs predictive of phenotype using random forests

A Bureau et al.

GENETIC EPIDEMIOLOGY (2005)

Article Medicine, General & Internal

The challenges of whole-genome approaches to common diseases

JH Moore et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2004)

Review Genetics & Heredity

Genetics, statistics and human disease: analytical retooling for complexity

TA Thornton-Wells et al.

TRENDS IN GENETICS (2004)

Review Biochemistry & Molecular Biology

Epistasis: what it means, what it doesn't mean, and statistical methods to detect it in humans

HJ Cordell

HUMAN MOLECULAR GENETICS (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)