Sentence examples for methods for data integration from inspiring English sources

3D brain organoids developed from these lines can be used for systems-level analyses of cellular, circuit and architectural properties; methods for data integration across these modalities will need to be established.

Conditional expectation theory and projections in Hilbert spaces; parametric versus non-parametric geostatistics; Boolean, Gaussian, fractal, indicator, and annealing approaches to stochastic imaging; multiple point statistics inference and reproduction; neural net geostatistics; Bayesian methods for data integration; techniques for upscaling hydrodynamic properties.

The increased multi-omics information on carefully phenotyped patients in studies of complex diseases requires novel methods for data integration.

For both modules, we carefully recorded all methods for data integration as described in this paper and the Additional files.

Metadata-based methods for data integration performed as well as or at times better than vocabulary-based methods.

It summarizes new developments to the work summarized in two preceeding publications on the same subject (Machine Learning methods for data integration, IBM J. Res.

Based on lowest error obtained for model inference, (using two datasets as opposed to one), Loess_XPN performs best, providing strong indication of its suitability as a normalisation method for data integration in GRN modelling.

Network analysis of biological systems is increasingly gaining acceptance as a useful method for data integration and analysis.

Fourteen sources of data were integrated to create PROFESS (Table 1) using a local-as-view (LAV) modular approach (see the 'Method for data integration' section for details).

Because of the large quantity of data in the global immune response, we used the Pointillist "parametric non-weighted" method for data integration, which is suitable for the convergence.

We briefly list major public efforts in creating resources (datasets, methods and workshops) for data integration.