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Gad Abraham
Gad Abraham
CSL Limited
Verified email at unimelb.edu.au
Title
Cited by
Cited by
Year
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
6522018
Towards clinical utility of polygenic risk scores
SA Lambert, G Abraham, M Inouye
Human molecular genetics 28 (R2), R133-R142, 2019
4192019
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
3432016
Fast Principal Component Analysis of Large-Scale Genome-Wide Data
G Abraham, M Inouye
PloS one 9 (4), e93766, 2014
3172014
FlashPCA2: principal component analysis of Biobank-scale genotype datasets
G Abraham, Y Qiu, M Inouye
Bioinformatics 33 (17), 2776-2778, 2017
3152017
The Polygenic Score Catalog as an open database for reproducibility and systematic evaluation
SA Lambert, L Gil, S Jupp, SC Ritchie, Y Xu, A Buniello, A McMahon, ...
Nature Genetics, 1-6, 2021
3132021
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
2052015
Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke
G Abraham, R Malik, E Yonova-Doing, A Salim, T Wang, J Danesh, ...
Nature Communications 10 (1), 1-10, 2019
1482019
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
1482009
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
1342013
Genomic risk prediction of complex human disease and its clinical application
G Abraham, M Inouye
Current Opinion in Genetics & Development 33, 10-16, 2015
1292015
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
1222014
Polygenic risk scores in cardiovascular risk prediction: A cohort study and modelling analyses
L Sun, L Pennells, S Kaptoge, CP Nelson, SC Ritchie, G Abraham, ...
PLoS medicine 18 (1), e1003498, 2021
1052021
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
1032010
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
672017
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
562016
Integrative analysis of the plasma proteome and polygenic risk of cardiometabolic diseases
SC Ritchie, SA Lambert, M Arnold, SM Teo, S Lim, P Scepanovic, ...
Nature Metabolism, 1-8, 2021
462021
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
452017
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
442012
Multivariate Genome-wide Association Analysis of a Cytokine Network Reveals Variants with Widespread Immune, Haematological, and Cardiometabolic Pleiotropy
AP Nath, SC Ritchie, NF Grinberg, HHF Tang, QQ Huang, SM Teo, ...
The American Journal of Human Genetics 105 (6), 1076-1090, 2019
292019
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