Research Themes

The Hawaiʻi Digital Health Lab has projects in the following areas. If you are interested in participating in existing projects or have a proposal for a new project, please contact me.

Machine Learning for Healthcare

We develop machine learning methods and datasets to support diagnostics, longitudinal outcome tracking, and adaptive health. The machine learning methods we develop can be used to quantify human behavior for applications beyond healthcare as well. Example projects:

Crowdsourcing for Precision Health

We create human-in-the-loop systems to accelerate remote diagnostics and longitudinal outcome tracking for complex neuropsychiatric conditions. Example projects:

Digital Interventions for Health and Wellbeing

We develop mobile, web, wearable, augmented reality, and virtual reality interventions for psychiatric, developmental, and behavioral conditions. Example projects: