Research

My research centers on survival analysis and its modern applications in distributed data environments. Specifically, I focus on:

• Federated Survival Analysis: Developing privacy-preserving methods for analyzing time-to-event data across multiple institutions without sharing raw data
• Transfer Learning for Survival Models: Leveraging knowledge from related domains to improve survival predictions in data-scarce scenarios