About this Research Topic
Applications of the omics techniques generate large-scale data sets, containing much more information than we are able to extract, analyze, and understand for the biological meaning. Gene and protein expression and co-expression, as well as their networks, require more advanced approaches to be interpreted in the context of molecular functions and biological processes. The heterogeneity of data adds more complexity.
Bioinformatics offers resources and tools for the integration and analysis of data. AI applications are continuously increasing towards the interpretation of complex biological phenomena.
This Research Topic is aimed to include articles that describe novel development of tools for the analysis of large-scale data by omics techniques.
Different types of articles can be published within this Research Topic: Original Research, Systematic Review, Mini-Review, Case Report, Hypothesis. Other types of articles proposed to the Editors of the Research Topics will be evaluated for their suitability.
Bioinformatics offers resources and tools for the integration and analysis of data. AI applications are continuously increasing towards the interpretation of complex biological phenomena.
This Research Topic is aimed to include articles that describe novel development of tools for the analysis of large-scale data by omics techniques.
Different types of articles can be published within this Research Topic: Original Research, Systematic Review, Mini-Review, Case Report, Hypothesis. Other types of articles proposed to the Editors of the Research Topics will be evaluated for their suitability.
Keywords: systems biology, bioinformatics tools, data analysis, omics integration, artificial intelligence
Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.
