In conclusion, Our strategy can be efficiently used to integrate gene expression profiles and biological pathway information to identify the key processes ...
Abstract—Gene expression microarray enables us to measure the gene expression levels for thousands of genes at the same.
In conclusion, Our strategy can be efficiently used to integrate gene expression profiles and biological pathway information to identify the key processes ...
Gene expression microarray enables us to measure the gene expression levels for thousands of genes at the same time. Here, we constructed the non-negative ...
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What can biological pathways tell us about disease?
Jun 3, 2024 · Extensive evidence recognizes that proteins associated with several diseases frequently interact with each other.
Using NMFAS to Identify Key Biological Pathways Associated With Human Diseases ... A Seed-based Approach to Identify Risk Disease Sub-networks in Human ...
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May 5, 2020 · We present a random-walks-based methodology called PathWalks, where a walker crosses a pathway-to-pathway network under the guidance of a disease-related map.
Missing: NMFAS | Show results with:NMFAS
Here, we constructed the non-negative matrix factorization analysis strategy (NMFAS) to dig the underlying biological pathways related with various diseases by ...
In this article, we provide a comprehensive review on omics and clinical data integration techniques, from a machine learning perspective, for various analyses.