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Publications |
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Chanda P, Zhang A, Brazeau D, Sucheston L, Freudenheim J, Ambrosone C,
and Murali Ramanathan. Information theoretic metrics for visualizing
gene-environment interactions. American Journal of Human Genetics.
81(5):939:963 (2007). PMID: 17924337. DOI: 10.1086/521878.
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Cho Y, Hwang W, Murali Ramanathan and Zhang A. Semantic integration
to identify overlapping functional modules in protein interaction networks.
BMC Bioinformatics. 8(1):265 (2007). PMID: 17650343. DOI: 10.1186/1471-2105-8-265.
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Hwang W, Kim T, Cho Y-R, Zhang A and Murali Ramanathan. SIGN:
Reliable protein interaction identification by integrating the similarity in GO
and the similarity in protein interaction networks. In Proceedings of IEEE 7th
Symposium on Bioinformatics and Bioengineering (BIBE 2007), 14-17 October 2007,
Boston, MA.
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Hwang W, Cho Y, Zhang A, and Murali Ramanathan. CASCADE: A novel quasi all
paths-based analysis algorithm for clustering biological interactions. BMC Bioinformatics.
9(1):64 (2008). PMID: 18230159. DOI: 10.1186/1471-2105-9-64
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Chanda P, Sucheston L, Zhang A, Brazeau D, Freudenheim J, Ambrosone C, and Murali
Ramanathan. AMBIENCE: A novel algorithm for identifying and visualizing informative
genetic and environmental associations with complex disease phenotypes. Genetics.
180(2):1191-210 (2008). PMID: 18780753. DOI: 10.1534/genetics.108.088542.
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Hwang W, Cho Y, Zhang A, and Murali Ramanathan. Identification of information
flow-modulating drug targets: A novel bridging paradigm for drug discovery.
Clinical Pharmacology and Therapeutics. 84(5): 563-572 (2008) PMID: 18615007.
DOI: 10.1038/clpt.2008.129. See Editorial Commentary: Faustino RS, and Terzic A,
Bioinformatic networks: Molecular reticles for pinpointing pharmacological target
selection. Clinical Pharmacology and Therapeutics. 84(5): 543-545 (2008) PMID: 18941454.
DOI: 10.1038/clpt.2008.181.
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Hwang W, Kim T, Murali Ramanathan, and Zhang A, Bridging Centrality: graph mining
from element level to group level, the 14th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining, Las Vegas, August 24-27, 2008.
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Chanda P, Zhang A, Sucheston L and Murali Ramanathan, Information theoretic methods for
detecting multiple loci associated with complex diseases, 8th International Workshop on
Data Mining in Bioinformatics (BIOKDD08), Las Vegas, NV, USA, August 24, 2008.
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Cho Y, Shi L, Murali Ramanathan and Zhang A. A probabilistic framework to predict
protein function from interaction data integrated with semantic knowledge.
BMC Bioinformatics. 9: 382 (2008) PMID: 18801191.
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Kim T, Hwang WC, Zhang A, Murali Ramanathan and Sen S. Damage isolation via strategic
self-destruction: A case study in 2D random networks. EPL: Europhysics Letters 86, 24002
(2009). DOI: 10.1209/0295-5075/86/24002.
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Chanda P, Sucheston L, Zhang A, and Murali Ramanathan.
The Interaction Index, a novel
information-theoretic metric for prioritizing interacting genetic variations and
environmental factors. European Journal of Human Genetics 7(10):1274-86 (2009). DOI:
10.1038/ejhg.2009.38.
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Chanda P, Sucheston L, Liu S, Zhang A, and Murali Ramanathan.
Information-theoretic
gene-gene and gene-environment interaction analysis of quantitative traits. BMC Genomics
10(1): 509 (2009). PMID: 19889230.
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Weinstock-Guttman B, Murali Ramanathan, Hashmi K, Abdelrahman N, Hojnacki D, Dwyer M,
Hussein S, Bergsland N, Munschauer F, and Zivadinov R.
Increased tissue damage and lesion
volumes in African-Americans with multiple sclerosis. Neurology 74(7):538-544 (2010).
PMID: 20089944.
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Sucheston L, Chanda P, Tritchler D, Zhang A, and Murali Ramanathan. Comparison of
information-theoretic to statistical methods for gene-gene interactions in the presence
of genetic heterogeneity. BMC Genomics 11(1):487 (2010). PMID: 20815886.
DOI: 10.1186/1471-2164-11-487.
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Kim T, Hwang W, Zhang A, Sen S, and Murali Ramanathan. Multi-agent modeling of the
South Korean avian influenza epidemic. BMC Infectious Diseases 10: 236 (2010). PMID:
20696080. DOI: 10.1186/1471-2334-10-236.
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Tritchler DL, Sucheston L, Chanda P, and Murali Ramanathan. Information metrics in
genetic epidemiology. In press Statistical Applications in Genetics and Molecular Biology
(2011).
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Chanda P, Zhang A, and Murali Ramanathan. Modeling of environmental and genetic
interactions with AMBROSIA, an information theoretic model synthesis method. In press
Heredity (2011).
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