3 Result(s)
within
Nataliya Sokolovska
Life Sciences
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Article
Open AccessLatent dirichlet allocation for double clustering (LDA-DC): discovering patients phenotypes and cell populations within a single Bayesian framework
Current clinical routines rely more and more on “omics” data such as flow cytometry data from host and microbiota. Cohorts variability in addition to patients’ heterogeneity and huge dimensions make it difficu...
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Article
Open AccessRobust structure measures of metabolic networks that predict prokaryotic optimal growth temperature
Metabolic networks reflect the relationships between metabolites (biomolecules) and the enzymes (proteins), and are of particular interest since they describe all chemical reactions of an organism. The metabol...
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Article
Open AccessSpectral consensus strategy for accurate reconstruction of large biological networks
The last decades witnessed an explosion of large-scale biological datasets whose analyses require the continuous development of innovative algorithms. Many of these high-dimensional datasets are related to lar...
