What is my contribution?
My DPhil research project at the University of Oxford, Centre for Doctoral Training in
Healthcare Innovation (under supervision of Dr. Gari Clifford and Dr. David Clifton), aims
to create tools and methods for automated assessment of certain symptoms of mental health.
It covers broad spectrum of technologies, starting from mobile apps for behaviour
assessment, wearable instrumentation for physiological measurements and concluding with a
framework for automated symptoms scoring.
Mobile application for long-term (months/years) collection of physical activity, light
exposure and social interaction (calls, texts and location) patterns.
Wearable physiology and environment probe, acquires heart rate, SpO2, ambient temperature
and humidity as well as 3D acceleration with up to 100Hz frequency.
Methods and algorithms for complex analysis of physiological, behavioural and environmental