Research interests
Biomedical AI & Data Science
- Our lab aims disease prediction and biomarker discovery with multimodal biomedical data using state-of-the-art AI methods.
- We used embedding vectors for biomedical objects (diseases, genes, and patients) to enable similarity-based subtype classification, clustering, and the personalized analysis.
Medical AI Agent
- A medical AI agent is an autonomous system that perceives its environment, reasons about clinical tasks, and acts to solve problems. We design and develop the agents to support clinicians and patients.
Medical Digital Twin
- We build personalized digital twins by integrating a patient’s genomic profile, clinical history, and health data to simulate and predict disease progression.