Washington University in St. Louis (WU)
Development and application of methodologies for survival analysis with right and interval censoring, longitudinal data analysis, and joint modeling of survival and longitudinal outcomes. Approaches for missing data analysis and imputation. Integration of machine learning methods to enhance clinical outcome prediction. Design and implementation of deep learning algorithms utilizing biomedical imaging and other healthcare data for dynamic time-to-event prediction and diagnostic applications.