Centre for Systems Genomics. School of BioSciences,. Our lab focuses on employing statistical and machine learning tools to translate genomic data into real-world clinical insights for predicting the risk of complex human disease. Email: gad.abraham@unimelb.edu.au.
http://gabraham.github.io/
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Abraham lab · Abraham lab | gabraham.github.io Reviews
https://gabraham.github.io
Centre for Systems Genomics. School of BioSciences,. Our lab focuses on employing statistical and machine learning tools to translate genomic data into real-world clinical insights for predicting the risk of complex human disease. Email: gad.abraham@unimelb.edu.au.
gabraham.github.io
Join the lab · Abraham lab
http://gabraham.github.io/joining
We currently have openings for several PhD students to join. PhD students in the Abraham lab must be enrolled through the University of Melbourne. Based within the Centre for Systems Genomics. PhD students will have access to substantial computing resources, as well as be able to work on large-scale human datasets, within a collaborative and friendly environment, interacting with leading researchers in genomics and genetics. Experience in programming, in one or more of: R, MATLAB, C, C , Python.
Software · Abraham lab
http://gabraham.github.io/software
Is an efficient implementation of L1/L2-penalised ( elastic net ) linear support vector machine (SVM) classification and linear regression, using SNP data. Code: https:/ github.com/gabraham/SparSNP. Paper: Abraham et al, 2012. Uses the IRAM algorithm implemented in Spectra. To perform fast and accurate partial PCA on very large SNP datasets (1M individuals, 100,000 SNPs). Code: https:/ github.com/gabraham/flashpca. Google Groups: https:/ groups.google.com/forum/#! Paper: Abraham et al, 2016.
Publications · Abraham lab
http://gabraham.github.io/publications
Also see Google Scholar. FlashPCA2: principal component analysis of biobank-scale genotype datasets’. Y Qiu, and M Inouye. bioRxiv 094714. An interaction map of circulating metabolites, immune gene networks and their genetic regulation’. A P Nath, S C Ritchie, S G Byars, L G Fearnley, A S Havulinna, A Joensuu, A J Kangas, P Soininen, A Wennerstrom, L Milani, A Metspalu, S Mannisto, P Wurtz, J Kettunen, E Raitoharju, M Kahonen, M Juonala, A Palotie, M Ala-Korpela, S Ripatti, T Lehtimaki, G Abraham. SC Rit...
Dr Gad Abraham · Abraham lab
http://gabraham.github.io/about
Peter Doherty Early Career Fellow. Core Member, Centre for Systems Genomics. School of BioSciences, University of Melbourne. Honorary), University of Melbourne. Intern, together with David Balding). PhD student (co-supervisor with Mike Inouye). Undergraduate summer student (together with David Balding).
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Abraham lab · Abraham lab
Centre for Systems Genomics. School of BioSciences,. Our lab focuses on employing statistical and machine learning tools to translate genomic data into real-world clinical insights for predicting the risk of complex human disease. Email: gad.abraham@unimelb.edu.au.
Preheated Soul
Soular flares emitted from Gabrahm Vitek. It's been an incredible week down here in Texas. Was playing shows at SXSW in Austin all week and before I passed out in Dallas for the night i wanted to share this with you. Thanks for the love this week in Ohio. We hit 4 cities and loved everyone of them! Take a peak at the weekend. See you in Muncie and Chicago this weekend! Charlotte, a nice Muse. I am laying in bed feeling fresh on Monday morning after a short but sweet stent in Charlotte, NC. You can help b...
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