Gad Abraham
Gad Abraham
Baker Heart and Diabetes Institute
Verified email at baker.edu.au
TitleCited byYear
Fast Principal Component Analysis of Large-Scale Genome-Wide Data
G Abraham, M Inouye
PloS one 9 (4), e93766, 2014
1592014
Genomic prediction of coronary heart disease
G Abraham, AS Havulinna, OG Bhalala, SG Byars, AM De Livera, ...
European heart journal 37 (43), 3267-3278, 2016
1242016
Short-term forecasting of emergency inpatient flow
G Abraham, GB Byrnes, CA Bain
IEEE Transactions on Information Technology in Biomedicine 13 (3), 380-388, 2009
942009
The Biomarker GlycA Is Associated with Chronic Inflammation and Predicts Long-Term Risk of Severe Infection
SC Ritchie, P Würtz, AP Nath, G Abraham, AS Havulinna, LG Fearnley, ...
Cell Systems 1 (4), 293-301, 2015
812015
Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease
G Abraham, A Kowalczyk, J Zobel, M Inouye
Genetic Epidemiology 37 (2), 184-195, 2013
802013
Prediction of breast cancer prognosis using gene set statistics provides signature stability and biological context
G Abraham, A Kowalczyk, S Loi, I Haviv, J Zobel
BMC bioinformatics 11 (1), 277, 2010
762010
Genomic Risk Prediction of Coronary Artery Disease in 480,000 Adults: Implications for Primary Prevention
M Inouye, G Abraham, CP Nelson, AM Wood, MJ Sweeting, F Dudbridge, ...
Journal of the American College of Cardiology 72 (16), 1883-1893, 2018
672018
Accurate and robust genomic prediction of celiac disease using statistical learning
G Abraham, JA Tye-Din, OG Bhalala, A Kowalczyk, J Zobel, M Inouye
PLoS Genetics 10 (2), e1004137, 2014
662014
Genomic risk prediction of complex human disease and its clinical application
G Abraham, M Inouye
Current Opinion in Genetics & Development 33, 10-16, 2015
592015
FlashPCA2: principal component analysis of Biobank-scale genotype datasets
G Abraham, Y Qiu, M Inouye
Bioinformatics 33 (17), 2776-2778, 2017
382017
SparSNP: Fast and memory-efficient analysis of all SNPs for phenotype prediction
G Abraham, A Kowalczyk, J Zobel, M Inouye
BMC bioinformatics 13 (1), 88, 2012
272012
Genetic loci associated with coronary artery disease harbor evidence of selection and antagonistic pleiotropy
SG Byars, QQ Huang, LA Gray, A Bakshi, S Ripatti, G Abraham, ...
PLOS Genetics 13 (6), e1006328, 2017
262017
A Scalable Permutation Approach Reveals Replication and Preservation Patterns of Network Modules in Large Datasets
SC Ritchie, S Watts, LG Fearnley, KE Holt, G Abraham, M Inouye
Cell Systems 3 (1), 71-82, 2016
172016
Towards a molecular systems model of coronary artery disease
G Abraham, OG Bhalala, PIW de Bakker, S Ripatti, M Inouye
Current Cardiology Reports 16 (6), 2014
172014
Genomic risk prediction of coronary artery disease in nearly 500,000 adults: implications for early screening and primary prevention
M Inouye, G Abraham, CP Nelson, AM Wood, MJ Sweeting, F Dudbridge, ...
bioRxiv, 250712, 2018
142018
An interaction map of circulating metabolites, immune gene networks, and their genetic regulation
AP Nath, SC Ritchie, SG Byars, LG Fearnley, AS Havulinna, A Joensuu, ...
Genome Biology 18 (1), 146, 2017
142017
Genomic prediction of celiac disease targeting HLA-positive individuals
G Abraham, A Rohmer, JA Tye-Din, M Inouye
Genome Medicine 7, 72, 2015
142015
Systems medicine links microbial inflammatory response with glycoprotein-associated mortality risk
SC Ritchie, P Würtz, AP Nath, G Abraham, AS Havulinna, AJ Kangas, ...
bioRxiv, 018655, 2015
52015
Meta-analysis of gene expression microarrays with missing replicates
F Shi, G Abraham, C Leckie, I Haviv, A Kowalczyk
BMC bioinformatics 12 (1), 84, 2011
52011
Interactions within the MHC contribute to the genetic architecture of celiac disease
B Goudey, G Abraham, E Kikianty, Q Wang, D Rawlinson, F Shi, I Haviv, ...
PloS one 12 (3), e0172826, 2017
42017
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Articles 1–20