Model, Algorithm

This research track focuses on developing novel computational models and algorithms with consumer wearbles for physical and mental health.

1.1  Wearable Sleep Health

1.2  Wearable Glucose Sensing & Prediction

1.3  Eye-Tracking & Pupillometrics

1.4  NLP/LLM-based Mental Disorder Screening

1.5  fNIRS Brain Imaging

#dataScience  #modelling  #sleepTracking   #eyeTracking   #glucoseSensing    #depressionDetection  #anxiety  #fNIRS  #brainImaging #signalProcessing #machineLearning #LLM #NLP #SNS #timeSeriesAnalysis #deepLearning #interpretability  #fNIRS  #temporalSpatial

System, Application

This research track focuses on developing novel IoT systems and applications to support a data-driven eco-system for desired behavior change. 

2.1  Wearable Data Streaming Eco-system

2.2  Mobile Health (mHealth) App Development

#appDevelopment   #Android   #wearOS  #Unity #googlePixelWatch  #HR #games   #labStreamingLayer   #LSL   #mHealth    #digitalHealth

Interaction, Trial

This research track focuses on understanding how people interact with digital health technologies.

3.1  Co-design Serious Sleep Games

3.2  Human Voice as Therapy

#humanComputerInteraction  #psychology  #HCI  #UI/UX  #behaviorChangeTheory  #gamification  #nudge #digitalHealth  #mHealth  #mixedMethod  #RTC    #fieldTrial   #thematicAnalysis  #interviews