Medical Data Science & Machine Learning
- Study design and analysis
- Cohort extraction and data wrangling (EHR, claims, registries, OMOP)
- Predictive modeling
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
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