I'm a M.S candidate in department of Biomedical Systems Informatics, Yonsei University College of Medicine.
My research interest focuses on developing models and algorithms for tackling callenges in applying data science such as AI to real-world healthcare domain.
Specifically, I mainly focus on the following methods:
- Federated learning
- Interpretable machine learning
- Continual learning and Transfer learning
- Semi-supervised / self-supervised learning