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PhD Candidate Department of Computer Science University of Massachusetts Amherst Computer Science Building 140 Governors Drive Amherst, MA 01003-9264
Tel: (413) 545-3039 email: manju«æ»cs.umass.edu Homepage
Research Interests
I am interested in application of artificial intelligence in analyzing biological data. Currently I am working on reconstructing regulatory networks from gene expression and genetic data.
Regulatory Networks
Relevant Publications
Jagalur M, Pal C, Learned-Miller E, Zoeller RT, Kulp D (2007), "Analyzing in situ gene expression in the mouse brain with image registration, feature extraction and block clustering" (2007) BMC Bioinformatics online
Jagalur, M., Kulp, D. (2007) "An Information Theoretic Method For Reconstructing Local Regulatory Network Modules from Polymorphic Samples" in Proc LSS Comput Syst Bioinform Conf. August, 2007. Vol. 6, p. 133-143. online
Jagalur, M., Pal, C., Learned-Miller, E., Zoeller, R. T., Kulp, D. (2006). "The Processing and Analysis of in situ Gene Expression Images of the Mouse Brain". Advances in Neural Information Processing Systems (NIPS) Workshop on New Problems and Methods in Computational Biology. website pdf
Kulp D, Jagalur M (2006). "Causal inference of regulator-target pairs by gene mapping of expression phenotypes." BMC Genomics 7:125 online
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