About

Cuiwei Gao

I am an independent researcher and R package developer working at the intersection of biostatistics, public health, and clinical informatics.

Research Focus

  • Genomic surveillance methodology — statistical models for tracking pathogen lineage dynamics and informing public health response
  • Algorithmic fairness in clinical AI — post-hoc auditing tools to detect and mitigate disparities in clinical prediction models
  • Privacy-preserving data generation — synthetic data methods that enable multi-site clinical research under HIPAA/GDPR constraints

CRAN Packages

I maintain four R packages on CRAN:

Package Description
lineagefreq Lineage frequency dynamics and growth advantage estimation
survinger Design-adjusted inference for pathogen lineage surveillance
clinicalfair Algorithmic fairness assessment for clinical prediction models
syntheticdata Synthetic clinical data generation and privacy-preserving validation

Community

Contact

This blog is syndicated on R-bloggers.