Gad Abraham

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Michael InouyeProfessor of Systems Genomics & Population Health, University of Cambridge; Baker InstituteDirección de correo verificada de medschl.cam.ac.uk
Scott C RitchiePostdoctoral Researcher, University of CambridgeDirección de correo verificada de medschl.cam.ac.uk
Adam KowalczykPrincipal Scientist, National ICT AustraliaDirección de correo verificada de unimelb.edu.au
Samuel A. LambertAssistant Professor, University of CambridgeDirección de correo verificada de medschl.cam.ac.uk
Justin ZobelComputing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Markus Perolaresearch professorDirección de correo verificada de thl.fi
Adam ButterworthProfessor of Molecular EpidemiologyDirección de correo verificada de medschl.cam.ac.uk
Oneil BhalalaDirección de correo verificada de student.unimelb.edu.au
Nilesh SamaniProfessor of Cardiology, University of LeicesterDirección de correo verificada de le.ac.uk
Izhak HavivCSO, AID Genomics LTDDirección de correo verificada de aidgenomics.com
Dr Sean G ByarsThe Florey Institute of Neuroscience & Mental HealthDirección de correo verificada de unimelb.edu.au
Emanuele Di AngelantonioUniversity of Cambridge / Human TechnopoleDirección de correo verificada de medschl.cam.ac.uk
Stephen BurgessUniversity of Cambridge, MRC Biostatistics UnitDirección de correo verificada de medschl.cam.ac.uk
Andrew BakshiMonash UniversityDirección de correo verificada de monash.edu
Aarno PalotieFIMM, Broad Institute, UCLA, University of Helsinki, Sanger InstituteDirección de correo verificada de helsinki.fi
Laxman YetukuriCSC, EspooDirección de correo verificada de csc.fi
Heribert SchunkertProfessor für KardiologieDirección de correo verificada de dhm.mhn.de
Frank DudbridgeUniversity of LeicesterDirección de correo verificada de leicester.ac.uk
Benjamin GoudeyUniversity of MelboureDirección de correo verificada de unimelb.edu.au
Martin DichgansProfessor of Neurology, Director Institute for Stroke and Dementia Research, University of MunichDirección de correo verificada de med.uni-muenchen.de

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Gad Abraham

CSL Limited

Dirección de correo verificada de unimelb.edu.au

Genomics bioinformatics applied machine learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	654	2018
Towards clinical utility of polygenic risk scores SA Lambert, G Abraham, M Inouye Human molecular genetics 28 (R2), R133-R142, 2019	452	2019
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	362	2021
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	350	2016
FlashPCA2: principal component analysis of Biobank-scale genotype datasets G Abraham, Y Qiu, M Inouye Bioinformatics 33 (17), 2776-2778, 2017	328	2017
Fast Principal Component Analysis of Large-Scale Genome-Wide Data G Abraham, M Inouye PloS one 9 (4), e93766, 2014	327	2014
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	206	2015
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	163	2019
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	145	2009
Genomic risk prediction of complex human disease and its clinical application G Abraham, M Inouye Current Opinion in Genetics & Development 33, 10-16, 2015	140	2015
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	135	2013
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	123	2014
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	113	2021
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	102	2010
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	66	2017
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	61	2016
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	51	2021
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	45	2017
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	44	2012
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	31	2019

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