Integrative analysis of high-throughput omics datasets (WGS, WES, RNAseq, CHIPseq, microarrays, GWAS, GC-MS and LC-MS proteomics and metabolomics data) and cellular pathway and molecular network data using machine learning, graph algorithms, pathway analysis and combinatorial optimization approaches. Implementation of bioinformatics algorithms and web-applications for online analysis of biological data, including:
* ArrayMining.net, a web-application for microarray data analysis,
* EnrichNet, a web-service for network-based gene and protein set enrichment analysis,
* TopoGSA, a web-based software for comparative network topological analysis of genes/proteins,
* PathExpand, a web-applicat...