My major interest is in developing computational models, tools & resources to facilitate and speed up biological and medical discoveries using bioinformatic systems combined with data modeling and AI/machine learning. Emphasis is on the inference of new information not explicitly present in biological data, development of systems with such capabilities using AI/machine learning models, and their industrial applications.
Related to this I engage as necessary in problems of information integration; automated knowledge-, text- and data-mining; use of AI/machine learning in biomedicine; development of bioinformatics tools & resources; biomarkers (screening, diagnosis, prognosis); drug repositioning; systems biology; metagenomics.
- AI & medical/health informatics;
- Biomedical knowledge-, text- & data-mining;
- AI/machine learning modeling;
- Drug repositioning;
- Diagnostic, screening & prognostic biomarkers;
- Information integration.
- Function inference of ncRNA and coding transcripts;
- Gene regulation.
You can find more information about me at my publications page.