Research

At the WCM Institute of AI for Digital Health, we develop data mining and machine learning approaches to advance individualized health and healthcare approaches.

Our research areas include:  

• Health Data Science
• Predictive modeling of clinical risks
• Disease subtyping
• Computational drug discovery and design
• Knowledge graph

• Machine Learning and AI
  • Multi-modal learning
  • Meta-learning and transfer learning
  • Model interpretability and explainability
  • Federated learning
  • Model fairness