An overview of sensors, design and healthcare challenges in smart homes: future design questions

B Nthubu - Healthcare, 2021 - mdpi.com
The ageing population increases the demand for customized home care. As a result,
sensing technologies are finding their way into the home environment. However, challenges …

[HTML][HTML] Vesta: A digital health analytics platform for a smart home in a box

R McConville, G Archer, I Craddock… - Future Generation …, 2021 - Elsevier
This paper presents Vesta, a digital health platform composed of a smart home in a box for
data collection and a machine learning based analytic system for deriving health indicators …

A multi-sensor dataset with annotated activities of daily living recorded in a residential setting

EL Tonkin, M Holmes, H Song, N Twomey, T Diethe… - Scientific Data, 2023 - nature.com
SPHERE is a large multidisciplinary project to research and develop a sensor network to
facilitate home healthcare by activity monitoring, specifically towards activities of daily living …

Modelling patient behaviour using IoT sensor data: a case study to evaluate techniques for modelling domestic behaviour in recovery from total hip replacement …

M Holmes, MP Nieto, H Song, E Tonkin, S Grant… - Journal of Healthcare …, 2020 - Springer
The UK health service sees around 160,000 total hip or knee replacements every year and
this number is expected to rise with an ageing population. Expectations of surgical outcomes …

A guide to the sphere 100 homes study dataset

A Elsts, T Burghardt, D Byrne, M Camplani… - arXiv preprint arXiv …, 2018 - arxiv.org
The SPHERE project has developed a multi-modal sensor platform for health and behavior
monitoring in residential environments. So far, the SPHERE platform has been deployed for …

[HTML][HTML] Toward Enhanced Clinical Decision Support for Patients Undergoing a Hip or Knee Replacement: Focus Group and Interview Study With Surgeons

S Grant, E Tonkin, I Craddock, A Blom… - JMIR Perioperative …, 2023 - periop.jmir.org
Background: The current assessment of recovery after total hip or knee replacement is
largely based on the measurement of health outcomes through self-report and clinical …

[PDF][PDF] Uncertainty aware classification

MP NIETO - 2023 - core.ac.uk
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 …

[PDF][PDF] An Overview of Sensors, Design and Healthcare Challenges in Smart Homes: Future Design Questions. Healthcare 2021, 9, 1329

B Nthubu - 2021 - academia.edu
The ageing population increases the demand for customized home care. As a result,
sensing technologies are finding their way into the home environment. However, challenges …