Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations

Mining gold dust under the genome wide significance level: a two-stage approach to analysis of GWAS

(2011) Gang Shi et al.   GENETIC EPIDEMIOLOGY

Genome-wide association study identifies two new susceptibility loci for atopic dermatitis in the Chinese Han population

(2011) Liang-Dan Sun et al.   NATURE GENETICS

Ranking causal variants and associated regions in genome-wide association studies by the support vector machine and random forest

(2011) Usman Roshan et al.   NUCLEIC ACIDS RESEARCH

Bioinformatics challenges for genome-wide association studies

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

A variable selection method for genome-wide association studies

(2010) Qianchuan He et al.   BIOINFORMATICS

Use of Wrapper Algorithms Coupled with a Random Forests Classifier for Variable Selection in Large-Scale Genomic Association Studies

(2010) Andrei S. Rodin et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

Genome-wide association studies and genetic risk assessment of liver diseases

(2010) Marcin Krawczyk et al.   Nature Reviews Gastroenterology & Hepatology

Extreme Evolutionary Disparities Seen in Positive Selection across Seven Complex Diseases

(2010) Erik Corona et al.   PLoS One

Unifying Candidate Gene and GWAS Approaches in Asthma

(2010) Sven Michel et al.   PLoS One

Genetic Variants and Their Interactions in the Prediction of Increased Pre-Clinical Carotid Atherosclerosis: The Cardiovascular Risk in Young Finns Study

(2010) Sebastian Okser et al.   PLoS Genetics

A genome-wide association scan for acute insulin response to glucose in Hispanic-Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS FS)

(2009) S. S. Rich et al.   DIABETOLOGIA

Genome-wide association study of blood pressure and hypertension

(2009) Daniel Levy et al.   NATURE GENETICS

Multiple Genes Influence BMI on Chromosome 7q31–34: The NHLBI Family Heart Study

(2009) Jason M. Laramie et al.   Obesity

A kernel-based integration of genome-wide data for clinical decision support

(2009) Anneleen Daemen et al.   Genome Medicine

A Genome-Wide Association Study of Pulmonary Function Measures in the Framingham Heart Study

(2009) Jemma B. Wilk et al.   PLoS Genetics

Interpretation of Genetic Association Studies: Markers with Replicated Highly Significant Odds Ratios May Be Poor Classifiers

(2009) Johanna Jakobsdottir et al.   PLoS Genetics

From Disease Association to Risk Assessment: An Optimistic View from Genome-Wide Association Studies on Type 1 Diabetes

(2009) Zhi Wei et al.   PLoS Genetics

Supervised learning-based tagSNP selection for genome-wide disease classifications

(2008) Qingzhong Liu et al.   BMC GENOMICS