Intelligent, automated interpretation of genomic data
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BioInfoMiner delivers unsupervized, fast and integrative interpretation of -omics experiments. The tool performs prioritization of key processes and derives a compact signature, consisting of few systemic processes and their driver genes.
Selected publications involving BioInfoMiner
Case study with extraction of signatures from TCGA data on the Seven Bridges Platform
Features:
- Fast, unsupervised interpretation suitable for streamlined processes
- Integrates multiple layers of biological regulation (genomic/epigenomic, structural/functional)
- Unique, proprietary algorithm for knowledge extraction that observes and corrects not only technical, but also biological noise
- Delivers signatures of molecular biomarkers, characterized by minimum size/maximum information
- Works with a variety of organisms of all Kingdoms
Applications:
- Design of CRISPR targeting strategies
- Precision medicine
- Pharmacogenomics
- Drug discovery
- Diagnostics, Prognostics, Monitoring
- Biotechnology
