Developing multi-modal learning algorithms to intergrate multi-scale biomedical data for disease prevention, diagnosis, and prognosis.

Building real-world learning systems to learn reliable, generalizable, and fair representations from imperfect medical data.

Developing causality-based learning algorithms to improve its interpretability for healthcare problems.

Also looking forward to your ideas.