Medical Database Creation
- Retrospective data extraction from electronic health records (EHR) systems
- Standardization and integration of heterogeneous clinical data streams (vital signs, labs, medications, procedures)
- Temporal alignment and quality assurance of longitudinal patient records
- De-identification and IRB-approved data release for research
Privacy & Data Governance
- Deidentification of structured & unstructured data (tabular, clinical notes, imaging, genomics)
- Quantitative privacy risk assessment (k-anonymity, l-diversity, t-closeness)
- HIPAA Safe Harbor and Expert Determination
Drug Discovery
- Experimental design and data interpretation
- Exploratory research and target validation