IoT-enabled gait assessment: the next step for habitual monitoring
Walking/gait quality is a useful clinical tool to assess general health and is now broadly
described as the sixth vital sign. This has been mediated by advances in sensing …
described as the sixth vital sign. This has been mediated by advances in sensing …
A comparative study on the influence of undersampling and oversampling techniques for the classification of physical activities using an imbalanced accelerometer …
Accelerometer data collected from wearable devices have recently been used to monitor
physical activities (PAs) in daily life. While the intensity of PAs can be distinguished with a …
physical activities (PAs) in daily life. While the intensity of PAs can be distinguished with a …
A patient invariant model towards the prediction of freezing of gait
Freezing of Gait (FoG) is one of the incapacitating motor symptoms that appear in patients
with Parkinson's Disease (PD). FoG manifests gait impairments and imposes unforeseen …
with Parkinson's Disease (PD). FoG manifests gait impairments and imposes unforeseen …
A Novel Algorithm For Real-time Detection Of Freezing Of Gait Using Wrist-based Accelerometer Sensor Data
The rapid advancements in medical technology throughout the past two decades have
greatly enhanced life expectancy, ushering in an era where ageing populations are thriving …
greatly enhanced life expectancy, ushering in an era where ageing populations are thriving …
An Efficient Service-based System for Hierarchical Human Activity Sensing
In this paper, we propose an end-to-end system, based on SEnsing as Service (SEAS)
model, which processes continuous mobility data from multiple sensors on the client edge …
model, which processes continuous mobility data from multiple sensors on the client edge …
A platform to enable algorithms as service model aimed at digital health service delivery
In this paper we provide a framework for Algorithm As a Service Model which goes beyond
Machine Learning as a Service (MLAS) model, by supporting extended category of …
Machine Learning as a Service (MLAS) model, by supporting extended category of …