Data Mining
Medical Data Mining
Domain Focus & Clinical Overview
Large-scale EHR analytics, clinical time-series sequence mining, multi-center longitudinal patient outcome prediction, and health insights.
Core Methodologies & Technical Scope
Core Research Pillars:
- Temporal graph neural networks for ICU patient deterioration warning.
- Multi-modal EHR + Medical Image joint embedding space.
- Phenotype clustering across longitudinal clinical cohorts.