Artificial Intelligence (Deep Learning) for Biology and Medicine
- Deep neural networks (DNNs) for RNA biology: microRNA targeting, RNA-binding proteins, RNA modifications, and alternative mRNA processing
- DNNs for cancer genomics: detection of cancer mutations and estimation of tumor evolution
Computational Biology and Bioinformatics
- Large-scale sequence analysis
- Bio big data: genome, transcriptome, and proteome
Noncoding Genome
- MicroRNA targeting and biogenesis
- RNA-binding proteins
- Alternative mRNA splicing and alternative promoters
Disease Genomics
- Integrated multi-omics analysis of disease genome, transcriptome, and proteome
- Development of disease (including cancer and diabetes) genome analysis software
- Deep neural networks (DNNs) for RNA biology: microRNA targeting, RNA-binding proteins, RNA modifications, and alternative mRNA processing
- DNNs for cancer genomics: detection of cancer mutations and estimation of tumor evolution
Computational Biology and Bioinformatics
- Large-scale sequence analysis
- Bio big data: genome, transcriptome, and proteome
Noncoding Genome
- MicroRNA targeting and biogenesis
- RNA-binding proteins
- Alternative mRNA splicing and alternative promoters
Disease Genomics
- Integrated multi-omics analysis of disease genome, transcriptome, and proteome
- Development of disease (including cancer and diabetes) genome analysis software
