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RESEARCH HIGHLIGHTS

Some of the project highlights of the Department are listed below:

Computational Intelligence

Joint Embedding of Sequential Data and Knowledge Graphs with application to Predictive Analytics in Healthcare
Staff Dr. CHEUNG, William Kwok Wai
Objectives
  • 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:

Computational Intelligence Databases and Information Management Networking and Systems Pattern Recognition and Machine Learning
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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University