Research

Our research focuses on the intersection of data science, biomedical informatics and clinical implementation of machine learning models in different clinical applications, especially critical care.

The different prongs of our research are displayed in the figure below. Specific areas of focus include:

• Prediction of acute and chronic clinical events

• Multi-modal integration

• Clinical implementation of AI models

• Model monitoring and maintenance post-deployment