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

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

(2011) Hui-Yi Lin et al.   ANNALS OF HUMAN GENETICS

An empirical comparison of several recent epistatic interaction detection methods

(2011) Y. Wang et al.   BIOINFORMATICS

Characterizing genetic interactions in human disease association studies using statistical epistasis networks

(2011) Ting Hu et al.   BMC BIOINFORMATICS

SNPInterForest: A new method for detecting epistatic interactions

(2011) Makiko Yoshida et al.   BMC BIOINFORMATICS

Combined effect of low-penetrant SNPs on breast cancer risk

(2011) S Harlid et al.   BRITISH JOURNAL OF CANCER

A genome-wide screen of gene–gene interactions for rheumatoid arthritis susceptibility

(2011) Chunyu Liu et al.   HUMAN GENETICS

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

(2010) Xiang Wan et al.   AMERICAN JOURNAL OF HUMAN GENETICS

A Robust Multifactor Dimensionality Reduction Method for Detecting Gene-Gene Interactions with Application to the Genetic Analysis of Bladder Cancer Susceptibility

(2010) Jiang Gui et al.   ANNALS OF HUMAN GENETICS

Model-Based Multifactor Dimensionality Reduction for detecting epistasis in case-control data in the presence of noise

(2010) Tom Cattaert et al.   ANNALS OF HUMAN GENETICS

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

(2010) Daniel F. Schwarz et al.   BIOINFORMATICS

Bioinformatics challenges for genome-wide association studies

(2010) J. H. Moore et al.   BIOINFORMATICS

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

(2010) Lizzy De Lobel et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Epistasis and Its Implications for Personal Genetics

(2009) Jason H. Moore et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Detecting gene–gene interactions that underlie human diseases

(2009) Heather J Cordell   NATURE REVIEWS GENETICS

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

(2009) L. A. Hindorff et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Comparison of approaches for machine-learning optimization of neural networks for detecting gene-gene interactions in genetic epidemiology

(2008) Alison A. Motsinger-Reif et al.   GENETIC EPIDEMIOLOGY

Epistasis — the essential role of gene interactions in the structure and evolution of genetic systems

(2008) Patrick C. Phillips   NATURE REVIEWS GENETICS

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

(2008) M. L. Calle et al.   STATISTICS IN MEDICINE

A support vector machine approach for detecting gene-gene interaction

(2007) Shyh-Huei Chen et al.   GENETIC EPIDEMIOLOGY

The emerging landscape of breast cancer susceptibility

(2007) Michael R Stratton et al.   NATURE GENETICS