Research Topics

The topics our research team can’t stop thinking about.

Digital Biomarkers

— The development and validation of digital surrogate measures for biological function, often as a means to screen patients for rare or problematic diagnoses, or to track disease progression without the need for direct clinical assessment.

Mathematical Modeling of Physiological Functions

— The application of mathematical principles to biological processes to create simplified, workable, and clinically useful models for complex biological and disease processes.

Interaction Between Humans and Technology in Healthcare

— The exploration of existing or development of new technologies to change the way humans use and interact with machines in a healthcare environment.

Applying Technology to Disambiguate Complex Clinical Conditions

— The application of data science techniques, including machine learning and artificial intelligence, or novel sensor technologies, to unravel complex umbrella clinical conditions into their relevant subgroups.