Exact(5)
The number of papers addressing a gene or disease has a strong influence on predicted associations, revealing an important bias for gene-disease relationship prediction.
Chemical structure is a key index for molecules because it is unique physical description that determines properties and biological activities, offering powerful search and quantitative structure-activity relationship prediction (QSAR) capabilities.
The results from additional mixes performed at the preliminary investigation with both types of aggregates are included in the plot to improve the relationship prediction.
As a part of the training, the HMM is trained on positive samples where it learns the association between the drugs and side-effects through the presence of keywords and uses this information for relationship prediction on the test data set.
Tools like Genevestigator https://www.genevestigator.com, AtGenExpress Visualization Tool http://jsp.weigelworld.org/expviz/expviz.jsp, and ATTED-II http://atted.jp/ enable analysis of expression patterns across microarrays of different types and platforms, but none of these three employ active gene function or functional relationship prediction.
Similar(55)
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(ii) Isoform-level function predictions and functional relationship predictions.
Therefore, we applied our mRNA:miRNA targeting relationship predictions to build candidate ceRNA networks in the regenerating liver, selecting those mRNAs that had a single, strong miRNA footprint.
The OA similarity measure and its various extensions have proven to be a valuable approach in many cheminformatic problems, such as quantitative structure‐activity relationship predictions [ 14] and virtual screening [ 15, 16].
Gene-disease relationship predictions using MeSHOPs from 2007 are validated here against gene-disease co-occurrences that appear in subsequent MEDLINE® (that is, using data not represented in the MeSHOPs).
Such co-expression network, function and functional relationship predictions are available at the gene level (12 15, 22), including several resources established by us (16, 23, 24), but they are not yet available at the isoform level for the mouse.
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