RESEARCH
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Three Main Research Tracks
Model, Algorithm
Model, Algorithm
This research track focuses on developing novel computational models and algorithms with consumer wearbles for physical and mental health.
#dataScience #predictiveModelling #signalProcessing #machineLearning #deepLearning #timeSeriesAnalysis #LLM #NLP #sleep #eyeTracking #glucose #depression #anxiety #fNIRS #brainImaging #SNS #interpretability #fNIRS #temporalSpatial
System, Application
System, Application
This research track focuses on developing novel IoT systems, mobile/smartwatch applications to support a data-driven eco-system for desired behavior change.
#pervasiveTechnology #appDevelopment #Android #wearOS #Godot #GooglePixelWatch #seriousGames # Gamification #labStreamingLayer #LSL #mHealth #digitalHealth
Interaction, Trial
Interaction, Trial
This research track focuses on understanding how people interact with digital health technologies.
#humanComputerInteraction #HCI #UI/UX #co-design #behaviorChangeTheory #gamification #nudge #digitalHealth #mHealth #mixedMethod #RTC #fieldTrial #thematicAnalysis #interviews
Research Projects
Research Projects
Digital Sleep Health
Engineer better sleep with consumer sleep tracking technologies and serious sleep hygiene games
Engineer better sleep with consumer sleep tracking technologies and serious sleep hygiene games
Serious Sleep Hygiene Games
Serious Sleep Hygiene Games
Sleep Apnea Screening/Prediction
Sleep Apnea Screening/Prediction
Consumer Sleep Tracker Validation
Consumer Sleep Tracker Validation
Objective vs. Subjective Sleep
Objective vs. Subjective Sleep
Sleep vs. Nutrition
Sleep vs. Nutrition
Digital Metabolic Health
Engineer better glucose control for both healthy people and people with diabetes through easy tracking and visualizing glucose data
Engineer better glucose control for both healthy people and people with diabetes through easy tracking and visualizing glucose data
Smartwatch-based Glucose Prediction
Smartwatch-based Glucose Prediction
Nocturnal Glucose Profiling
Nocturnal Glucose Profiling
Pre-Post Meal Analysis
Pre-Post Meal Analysis
Glucose Visualization
Glucose Visualization
Digital Mental Health
Engineer better sleep with consumer sleep tracking technologies and serious sleep hygiene games
Engineer better sleep with consumer sleep tracking technologies and serious sleep hygiene games
Depressive Symptom Screening in SNS
Depressive Symptom Screening in SNS
Anxiety Detection in SNS Posts
Anxiety Detection in SNS Posts
Sound Therapy for Stress
Sound Therapy for Stress
mHealth for Mood Regulation
mHealth for Mood Regulation
Digital Female Health (FemTech)
Engineer better sleep with consumer sleep tracking technologies and serious sleep hygiene games
Engineer better sleep with consumer sleep tracking technologies and serious sleep hygiene games
mHealth for PMS
mHealth for PMS
fNIRS Brain Imaging
Sleep vs. Stress
Sleep vs. Stress
Sound vs. Stress
Sound vs. Stress
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