4 papers
Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification
Kieran Woodward, Eiman Kanjo, Athanasios Tsanas
The quantification of emotional states is an important step to understanding wellbeing. Time series data from multiple modalities such as physiological and motion sensor data have…
An EMG-based Eating Behaviour Monitoring System with Haptic Feedback to Promote Mindful Eating
Ben Nicholls, Chee Siang Ang, Eiman Kanjo +3
Mindless eating, or the lack of awareness of the food we are consuming, has been linked to health problems attributed to unhealthy eating behaviour, including obesity. Traditional…
Beyond Mobile Apps: A Survey of Technologies for Mental Well-being
Kieran Woodward, Eiman Kanjo, David Brown +4
Mental health problems are on the rise globally and strain national health systems worldwide. Mental disorders are closely associated with fear of stigma, structural barriers such…
Investigating Voice as a Biomarker for leucine-rich repeat kinase 2-Associated Parkinson's Disease
S. Arora, N. P. Visanji, T. A. Mestre +11
We investigate the potential association between leucine-rich repeat kinase 2 (LRRK2) mutations and voice. Sustained phonations ('aaah' sounds) were recorded from 7 individuals wit…