Sentence examples for integrating data of the from inspiring English sources
"Make Big Data Useful: Horizontal and Vertical Data Integration to Study Genes, Networks and Diseases" Dr. Jasmine Zhou presented several interesting machine learning and graph algorithms for integrating data of the same type (e.g. gene expression), and of different types of data, such as epigenetic data, gene expression, and genome structures, in order to answer novel biological questions.
Particular attention should be directed at the recent meta-analysis integrating data of the individual trials [ 99].
A complete list of significantly modulated maps per MetaCore analysis can be found as part of additional file 2. aThe significantly modulated genes, metabolites and integrated data of the TCDD-exposed HepG2 were used as input.
The EmbryoGENE DNA methylation analysis (EDMA) platform was developed for compatibility with our previously published transcriptome analysis platform [ 1] with the aim of integrating data of both types from the same sample.
Integrating data of different sources, models of the altered metabolism in cancer were developed, see for example [ 4, 10, 11].
Here we report on a meta-analysis approach that integrates data of heterogeneous origin in the domain of type-2 diabetes mellitus (T2DM).
PathCase-SB aims to integrate data of selected biological data sources on the web (currently, BioModels database and KEGG), and to provide more powerful and/or new capabilities via the new web-based integrative framework.
Analogue to the MetadataGraph described in the previous section, we define and formalize the combination of the integrated data on the measurement level on the basis of MappingGraph.
Whilst integrating data across platforms increases the number of samples, it also has an impact on the number of genes represented.
By the types of the integrated data, the integration processes could be roughly divided into two categories.
From each type of data page, users can access other GDR data pages and graphical interfaces for exploration of integrated data, facilitating the use of data across scientific disciplines.
