Background Pathway enrichment extensively used in the analysis of Omics data for gaining
biological insights into the functional roles of pre-defined subsets of genes, proteins and …

Objective Gastrointestinal cancer is one of the most common malignant tumors in the world,
and its incidence rate is always high. In recent years, research has shown that …

Tumor development is driven by complex combinations of biological elements. Recent
advances suggest that molecularly distinct subtypes of breast cancers may respond …

Developments in biotechnologies enable multi-platform data collection for functional
genomic units apart from the gene. Profiling of non-coding microRNAs (miRNAs) is a …

Omics data are now inexpensive to collect in vast quantities, across a wide variety of not
only multiple data platform, but also distinct functional units. These bioinformatic datasets …

Background Multi‐view‐omics datasets offer rich opportunities for integrative analysis
across genomic, transcriptomic, and epigenetic data platforms. Statistical methods are …

Markov random field is a common tool to characterize interactions among a fixed collection
of variables. In recent biomedical research, there arise new concerns about the discovery of …

Large-scale genomics studies provide researchers with access to extensive datasets with
extensive detail and unprecedented scope that encompasses not only genes, but also more …

Background: Multi-view-omics datasets offer rich opportunities for integrative analysis across
genomic, transcriptomic, and epigenetic data platforms. Statistical methods are needed to …