Georg Gerber, MD, PhD, MPH
Boston, Massachusetts, United StatesResearch field: Biological Sciences - Immunology
Bayesian methods, clustering, hierarchical models, Dirichlet Processes
Publications
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Conference Proceedings (1)
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Z Bar-Joseph, G Gerber, T S Jaakkola et al. (2002) A New Approach to Analyzing Gene Expression Time Series Data, 39-48. In Proceedings of The Sixth Annual International Conference on Research in Computational Molecular Biology (RECOMB).
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Journal Article (5)
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G K Gerber, R D Dowell, T S Jaakkola et al. (2007) Automated discovery of functional generality of human gene expression programs, e148. In PLoS Computational Biology.Download PDF (5.96 MB)
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J Schreiber, R G Jenner, H L Murray et al. (2006) Coordinated binding of NF-κB family members in the response of human cells to lipopolysaccharide, 5899-5904. In Proc Natl Acad Sci U S A 103 (15).
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Y Qi, A Rolfe, K D MacIsaac et al. (2006) High-resolution Computational Models of Genome Binding Events, 963-970. In Nature Biotechnology.
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Z Bar-Joseph, G K Gerber, T I Lee et al. (2003) Computational Discovery of Gene Modules and Regulatory Networks, 1337-1342. In Nature Biotechnology 21 (11).
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Z Bar-Joseph, G Gerber, T S Jaakkola et al. (2003) Continuous Representations of Time Series Gene Expression Data, 341-356. In Journal of Computational Biology.
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Report (1)
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G. K. Gerber, R. D. Dowell, T. S. Jaakkola et al. (2007) Hierarchical Dirichlet Process-Based Models For Discovery of Cross-species Mammalian Gene Expression Programs.
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Thesis (2)
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G. K. Gerber (2007) Computational Discovery of Gene Modules, Regulatory Networks and Expression Programs.Download PDF (16.12 MB)
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G K Gerber (2002) Do the time wrap: Continuous alignment of gene expression time series data.
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