List of works - Gad Abraham

A Scalable Permutation Approach Reveals Replication and Preservation Patterns of Network Modules in Large Datasets.

scientific article published on July 2016

Accurate and robust genomic prediction of celiac disease using statistical learning

scientific article

An interaction map of circulating metabolites, immune gene networks, and their genetic regulation

scientific article

Author Correction: Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke

scientific article published on 20 February 2020

Elevated serum alpha-1 antitrypsin is a major component of GlycA-associated risk for future morbidity and mortality

scientific article published on 23 October 2019

Fast principal component analysis of large-scale genome-wide data

scientific article

FlashPCA2: principal component analysis of biobank-scale genotype datasets.

scientific article published on 5 May 2017

Genetic loci associated with coronary artery disease harbor evidence of selection and antagonistic pleiotropy

scientific article

Genomic Risk Prediction of Coronary Artery Disease in 480,000 Adults: Implications for Primary Prevention

scientific article published on 01 October 2018

Genomic prediction of celiac disease targeting HLA-positive individuals.

scientific article published on 16 July 2015

Genomic prediction of coronary heart disease

scientific article published on 21 September 2016

Genomic risk prediction of complex human disease and its clinical application

scientific article

Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke

scientific article published on 20 December 2019

Genomic risk scores for juvenile idiopathic arthritis and its subtypes

scientific article published on 04 September 2020

Interactions within the MHC contribute to the genetic architecture of celiac disease

scientific article

Look, no hands! Spectral biomarkers from genetic association studies ⬇️

scientific article published on February 15, 2013

Meta-analysis of gene expression microarrays with missing replicates

scientific article

Multivariate Genome-wide Association Analysis of a Cytokine Network Reveals Variants with Widespread Immune, Haematological, and Cardiometabolic Pleiotropy

scientific article published on 31 October 2019

Performance and robustness of penalized and unpenalized methods for genetic prediction of complex human disease.

scientific article published on 30 November 2012

Prediction of breast cancer prognosis using gene set statistics provides signature stability and biological context

scientific article

Replication of epistatic DNA loci in two case-control GWAS studies using OPE algorithm

scientific article published on 21 November 2011

Short-term forecasting of emergency inpatient flow

scientific article

SparSNP: fast and memory-efficient analysis of all SNPs for phenotype prediction.

scientific article

Systems medicine links microbial inflammatory response with glycoprotein-associated mortality risk

scientific article published on 28 April 2015

The Biomarker GlycA Is Associated with Chronic Inflammation and Predicts Long-Term Risk of Severe Infection

scientific article published on 22 October 2015

Towards a molecular systems model of coronary artery disease

scientific article

Towards clinical utility of polygenic risk scores

scientific article published on 01 November 2019

List of works by Gad Abraham

A Scalable Permutation Approach Reveals Replication and Preservation Patterns of Network Modules in Large Datasets.

Accurate and robust genomic prediction of celiac disease using statistical learning

An interaction map of circulating metabolites, immune gene networks, and their genetic regulation

Author Correction: Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke

Elevated serum alpha-1 antitrypsin is a major component of GlycA-associated risk for future morbidity and mortality

Fast principal component analysis of large-scale genome-wide data

FlashPCA2: principal component analysis of biobank-scale genotype datasets.

Genetic loci associated with coronary artery disease harbor evidence of selection and antagonistic pleiotropy

Genomic Risk Prediction of Coronary Artery Disease in 480,000 Adults: Implications for Primary Prevention

Genomic prediction of celiac disease targeting HLA-positive individuals.

Genomic prediction of coronary heart disease

Genomic risk prediction of complex human disease and its clinical application

Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke

Genomic risk scores for juvenile idiopathic arthritis and its subtypes

Interactions within the MHC contribute to the genetic architecture of celiac disease

Look, no hands! Spectral biomarkers from genetic association studies ⬇️

Meta-analysis of gene expression microarrays with missing replicates

Multivariate Genome-wide Association Analysis of a Cytokine Network Reveals Variants with Widespread Immune, Haematological, and Cardiometabolic Pleiotropy

Performance and robustness of penalized and unpenalized methods for genetic prediction of complex human disease.

Prediction of breast cancer prognosis using gene set statistics provides signature stability and biological context

Replication of epistatic DNA loci in two case-control GWAS studies using OPE algorithm

Short-term forecasting of emergency inpatient flow

SparSNP: fast and memory-efficient analysis of all SNPs for phenotype prediction.

Systems medicine links microbial inflammatory response with glycoprotein-associated mortality risk

The Biomarker GlycA Is Associated with Chronic Inflammation and Predicts Long-Term Risk of Severe Infection

Towards a molecular systems model of coronary artery disease

Towards clinical utility of polygenic risk scores