Given the fact that our biological existence is rooted in a complex system within our cells
with thousands of interactions among genes and metabolites, research community in …

Mental workload has a major effect on the individual's performance in most real-world tasks,
which can lead to significant errors in critical operations. On this premise, the analysis and …

Orphan genes are associated with regulatory patterns, but experimental methods for
identifying orphan genes are both time-consuming and expensive. Designing an accurate …

In Systems Biology, the complex relationships between different entities in the cells are
modeled and analyzed using networks. Towards this aim, a rich variety of gene regulatory …

Single-cell sequencing technologies offer a platform to explore deeper the complex
diseases and biological processes. On parallel, Systems Biology approaches can tackle part …

It has already been established by the systems-level approaches that the future of predictive
disease biomarkers will not be sketched by plain lists of genes or proteins or other biological …

Abstract Motivation Neurodegenerative diseases (NDs), including amyotrophic lateral
sclerosis, Parkinson's disease, Alzheimer's disease, and Huntington's disease, occur as a …

Motivation In the last years, systems-level network-based approaches have gained ground
in the research field of systems biology. These approaches are based on the analysis of …

In Systems Biology, the complex relationships between different entities in the cells are
modeled and analyzed using networks. Towards this aim, a rich variety of gene regulatory …

В настоящее время согласно Международной Классификации Болезней (МКБ)
выделяют около 20 тысяч различных заболеваний (Gersenovic, 1995), которые …