DNA Microarrays have become important in genome-wide expression studies. However, to fully use the power of the microarrays, more sophisticated and user-friendly data management and analysis tools ...
Pancreatic ductal adenocarcinoma (PDAC) is an important cause of malignancy-related death. In the United States, it ranks fifth among the leading causes of cancer death, accounting for approximately ...
Gene set enrichment (GSE) analysis is a popular framework for condensing information from gene expression profiles into a pathway or signature summary. The strengths of this approach over single gene ...
Postgenomics data are produced in large volumes by life sciences and clinical applications of novel omics diagnostics and therapeutics for precision medicine. To move from ...
This study aims to identify potential biomarkers of hepatocellular carcinoma (HCC) occurrence/recurrence and obesity, along with the molecular mechanisms that involve these biomarkers. Three ...
Microarray gene expression data are analyzed by means of a Bayesian nonparametric model, with emphasis on prediction of future observables, yielding a method for selection of differentially expressed ...
Abstract: Microarrays are one of biotechnology products which enable to measure the expression level of thousands of genes simultaneously. It is sometimes crucial to identify some interesting blocks ...
Abstract: Gene selection from microarray data is an important issue for gene expression based classification and to carry out a diagnostic test. In this regard, a rough set based gene selection ...
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