Statistic Methods and Theory:
sampling and optimization techniques to enhance computational efficiency
methods for residual bias and systematic error detection and correction
algorithms for federated learning across heterogeneous data partners
Scientific Application:
target trial emulation and comparative effectiveness research
association studies
meta-analysis
Collaboration Research:
oncology
metabolic disease
long COVID
vaccine effectiveness
Alzheimer's disease and related dementia