Honglin Du

A Data-Driven Graph Model Approach to Critical Care Patient Clinical Trajectory Prediction

The advent of increasingly available patient health data has created opportunities for critical care medicine to embrace modern data-driven decision support. However, existing methods, such as rule-based scoring systems or machine learning-based classification models, often focus on uni-dimensional