Data, 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 Computing

1.2  Wearable Metabolic Computing

1.3  NLP/LLM Computational Mental Health

1.4  fNIRS Brain Imaging

1.5  Eye-Tracking & Pupillometrics

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

Application, Platform, System

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

2.1  Mobile Health (mHealth) App Development

2.2  Wearable Data Streaming Eco-system

2.3 IoT System Development

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

Interaction, Experiment, Trial

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

3.1  Sleep Health in HCI

3.2 Metabolic Health in HCI

3.3 The Magic of Human Voice

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