Remote bio-behavioral inference and patient response
Goal: Thrust 4 is driven by a single goal, to convert breakthrough biomarker measurements (T1-T3) into breakthrough patient support systems.
Use stakeholder engagement and user centered design to develop the patient support systems then measure data and model the data toward modifying behavior
Project 4.1: Predicting micronutrient composition of meals from plasma metabolites and continuous glucose monitors
Project 4.2: Algorithms and digital tools for patient and provider management of diabetes
Project 4.3: Development of a culturally competent diabetes self-management intervention using biomedical technologies
Project 4.4: Development of context-aware modeling for personal quantification of activity, behavior, and biomarkers
Project 4.5: A cognitive-based lifestyle intervention for prediabetes using continuous glucose monitors