Breathing Study
signals processing
machine learning
sensors
physiology
Relax and take a deep breath! Let’s discover what our breathing can tell us about ourselves.
Healthcare Language Modeling
nlp
deep learning
knowledge graphs
Surveyors at nursing facilities across the country are constantly reviewing notes regarding patient care and well-being, so let’s help them focus on just the important phrases.
Smart Building Modeling
data modeling
probability & statistics
sensors
The Brendan Iribe Center is outfitted with millions of actuators and sensors, each capturing details on temperature, occupancy, and so much more – can we use this information to optimize the functionality of the building?
Location and Contact Tracing
covid
wireless signals
GPS
proximity pairs
If we know where people have been around campus, we can develop very accurate contact tracing models based on both their indoor and outdoor locations
Stop COVID Study
covid
mobile apps
proximity
tracking
UMD and MIND Lab investigated the effect of school-wide safety protocols on student health