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