Increasing Power by Sharing Information from Genetic Background and Treatment in Clustering of Gene Expression Time Series

Article Arabic OPEN
Sura Zaki Alrashid; Muhammad Arifur Rahman; Nabeel H Al-Aaraji; Neil D Lawrence; Paul R Heath;
  • Publisher: University of Babylon
  • Journal: Journal of University of Babylon (issn: 1992-0652, eissn: 2312-8135)
  • Related identifiers: doi: 10.29196/jub.v26i4.711
  • Subject: Gaussian process | Kernel | Hierarchical clusters | Amyotrophic lateral sclerosis | Education | L | Science | Q

Clustering of gene expression time series gives insight into which genes may be co-regulated, allowing us to discern the activity of pathways in a given microarray experiment. Of particular interest is how a given group of genes varies with different conditions or genet... View more
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