INTELLIGENT DATA ENRICHMENT AND ANALYSIS
Synthetic data generation is an alternative to circumvent privacy issues prevalent in clinical data science. We are working on algorithms that can generate synthetic data which mimics the statistical properties of real data, yet is distinct enough to maintain data privacy.
About us
We are a team of young scientists based at the School of Data Science at the Indian Institute of Science Education and Research, Thiruvananthapuram. We make sense of data and communicate compelling scientific stories arising from our analyses.
Our main domain of interest is clinical and biomedical data. We investigate domain-specific problems arising in this domain and provide creative solutions to these problems. Currently, our research focus is on:
Task-specific tabular synthetic data generation
Semi-supervised profiling of patients from clinical data
We are, however, not limited to the domain of clinical and biomedical sciences. The algorithms we develop are generic in nature and can be applied to any domain.
We believe more in collaboration than in competition. We value intent, sincerity, discipline, and persistence to push the boundaries of knowledge with our research.
