AI in Healthcare
Dynamic Treatment Regimes Learning from Clinical Data
Developing dynamic treatment recommendation learning frameworks based on reinforcement learning
Clinical Report Generation from Medical Data
Developing a report generation pipeline from input data embedding to sentence retrieve/generation from medical images
Knowledge Graph-based Clinical Data Modeling for Reliable Downstream Tasks
Developing models that leverage patients’ clinical data and medical knowledge graphs to improve the reliability of downstream tasks