Parkinson's disease (PD) is a neurodegenerative disorder characterised by motor symptoms
such as gait dysfunction and postural instability. Technological tools to continuously monitor …

Introduction: Technology holds the potential to track disease progression and response to
neuroprotective therapies in Parkinson's disease (PD). The sit-to-stand (STS) transition is a …

Whilst the use of smart home systems has shown promise in recent years supporting older
people's activities at home, there is more evidence needed to understand how these …

Introduction Turning in gait digital parameters may be useful in measuring disease
progression in Parkinson's disease (PD), however challenges remain over algorithm …

This thesis responds to the aging population crisis specifically within the UK, which sees the
older adults increasing in proportion to other demographics. Consumer smart home …

Multiclass classification in machine learning allows the automation of optimal decision
making by means of learning algorithms and annotated datasets. However, it is still difficult …