Some of the project highlights of the Department are listed below:
|Joint Embedding of Sequential Data and Knowledge Graphs with application to Predictive Analytics in Healthcare
||Dr. CHEUNG, William Kwok Wai |
- To develop methodologies that can learn representations simultaneously from heterogeneous clinical events in the EHR data and the medical knowledge graphs for patient outcome prediction with enhanced interpretability.
- To develop an interpretable framework to jointly infer the correspondence among different modalities in the heterogeneous EHR data and generate high-throughput phenotype candidates.
Project in Different Research Areas: