Risk Classification With an Adaptive Naive Bayes Kernel Machine Model

Large Sample Size, Wide Variant Spectrum, and Advanced Machine-Learning Technique Boost Risk Prediction for Inflammatory Bowel Disease

(2013) Zhi Wei et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Alzheimer's Disease Risk Assessment Using Large-Scale Machine Learning Methods

(2013) Ramon Casanova et al.   PLoS One

Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs

(2012) S Hong Lee et al.   NATURE GENETICS

Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test

(2011) Michael C. Wu et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Type 1 Diabetes: Etiology, Immunology, and Therapeutic Strategies

(2011) Tom L. Van Belle et al.   PHYSIOLOGICAL REVIEWS

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

Genomic Similarity and Kernel Methods II: Methods for Genomic Information

(2010) Daniel J. Schaid   HUMAN HEREDITY

Association Between a Literature-Based Genetic Risk Score and Cardiovascular Events in Women

(2010) Nina P. Paynter   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Performance of Common Genetic Variants in Breast-Cancer Risk Models

(2010) Sholom Wacholder et al.   NEW ENGLAND JOURNAL OF MEDICINE

The geoepidemiology of type 1 diabetes

(2009) Andrea T. Borchers et al.   AUTOIMMUNITY REVIEWS

Predictive genetic testing for coronary artery disease

(2009) Christopher T. Johansen et al.   CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES

Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk

(2009) David M. Evans et al.   HUMAN MOLECULAR GENETICS

Pathway Analysis of GWAS Provides New Insights into Genetic Susceptibility to 3 Inflammatory Diseases

(2009) Hariklia Eleftherohorinou et al.   PLoS One

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

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

Gene-Environment Interaction in Genome-Wide Association Studies

(2008) C. E. Murcray et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A Powerful and Flexible Multilocus Association Test for Quantitative Traits

(2008) Lydia Coulter Kwee et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models

(2008) Dawei Liu et al.   BMC BIOINFORMATICS

Prediction of individual genetic risk of complex disease

(2008) Naomi R Wray et al.   CURRENT OPINION IN GENETICS & DEVELOPMENT

Genome-based prediction of common diseases: advances and prospects

(2008) A. C. J.W. Janssens et al.   HUMAN MOLECULAR GENETICS

How to Interpret a Genome-wide Association Study

(2008) Thomas A. Pearson   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Discriminatory Accuracy From Single-Nucleotide Polymorphisms in Models to Predict Breast Cancer Risk

(2008) M. H. Gail   JNCI-Journal of the National Cancer Institute

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Genome-wide association studies for complex traits: consensus, uncertainty and challenges

(2008) Mark I. McCarthy et al.   NATURE REVIEWS GENETICS

Heritability in the genomics era — concepts and misconceptions

(2008) Peter M. Visscher et al.   NATURE REVIEWS GENETICS

Genotype Score in Addition to Common Risk Factors for Prediction of Type 2 Diabetes

(2008) James B. Meigs et al.   NEW ENGLAND JOURNAL OF MEDICINE

The impact of next-generation sequencing technology on genetics

(2008) Elaine R. Mardis   TRENDS IN GENETICS