Keywords: analytical pipelines, experimental design, data quality control, data integration
Methods:
- Experiment design:
- Avoidance of batch effects,
- Balancing budget and minimal statistical requirements.
- Development of tailored methods:
- Getting novel information from existing data;
- Extraction of information from hard, noisy datasets.
- Downstream analysis and interpretation:
- Molecular networks;
- Survival analysis;
- Integration of heterogeneous data.
programming languages:
R, Python
Points of contact:
- Dr Santosh Atanur, Dr Zhangyi He
- Previous members: Dr Paul Blakeley
Contact us
For any enquiries related to the ITMAT data science group, please contact: