Research Areas - Statistical Learning in Computational Biology
HIV
- Improving HIV coreceptor usage prediction
- Learning of properties that determine cell entry efficiency of HIV
- Analysis of broadly neutralizing antibodies against HIV
- HIV drug resistance prediction
HCV
- Modeling the immune response of infected patients
Influenza
- Analysis of viral evolution
Epigenetics
- Open chromatin determination
- Hi-C data analysis
Integrative data analysis
- Combining data from different data types for clustering subpopulations in cancer
- Robust supervised analysis of noisy cancer data