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Showing 1 to 2 of 2 for “"subnetwork identification"”.
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Integrative Modeling and Analysis of High-throughput Biological Data
… component analysis (ICA) method for biomarker identification on time course microarray data. Guided by a knowledge gene pool related to a specific disease under study, the method can determine disease relevant biological components from ICA modes and then identify biologically meaningful …
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Concurrency Optimization for Integrative Network Analysis
… network analysis techniques to identify subnetworks or genetic pathways that contribute to various cancers. Chen et. al. developed a bagging Markov random field (BMRF)-based approach which examines gene expression data with prior biological information to reliably identify significant …