A review on the role of machine learning in enabling IoT based healthcare applications

HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is playing a vital role in the rapid automation of the healthcare
sector. The branch of IoT dedicated towards medical science is at times termed as …

[HTML][HTML] Health monitoring using smart home technologies: Scoping review

PP Morita, KS Sahu, A Oetomo - JMIR mHealth and uHealth, 2023 - mhealth.jmir.org
Background The Internet of Things (IoT) has become integrated into everyday life, with
devices becoming permanent fixtures in many homes. As countries face increasing pressure …

Internet-of-things and smart homes for elderly healthcare: An end user perspective

D Pal, S Funilkul, N Charoenkitkarn… - IEEE …, 2018 - ieeexplore.ieee.org
Although an Internet-of-Things-based smart home solution can provide an improved and
better approach to healthcare management, yet its end user adoption is very low. With …

Elderly perception on the internet of things-based integrated smart-home system

TH Jo, JH Ma, SH Cha - Sensors, 2021 - mdpi.com
An integrated smart home system (ISHS) is an effective way to improve the quality of life of
the elderly. The elderly's willingness is essential to adopt an ISHS; to the best of our …

Wearable, environmental, and smartphone-based passive sensing for mental health monitoring

M Sheikh, M Qassem, PA Kyriacou - Frontiers in digital health, 2021 - frontiersin.org
Collecting and analyzing data from sensors embedded in the context of daily life has been
widely employed for the monitoring of mental health. Variations in parameters such as …

Developing smart buildings to reduce indoor risks for safety and health of the elderly: A systematic and bibliometric analysis

F Zhang, APC Chan, D Li - Safety science, 2023 - Elsevier
As aging problem gets severe, more elderly people require better residences to support their
later lives. Considering complicated safety and health risks the elderly would encounter …

Data mining algorithms and techniques in mental health: a systematic review

SG Alonso, I de La Torre-Díez, S Hamrioui… - Journal of medical …, 2018 - Springer
Data Mining in medicine is an emerging field of great importance to provide a prognosis and
deeper understanding of disease classification, specifically in Mental Health areas. The …

[HTML][HTML] In-home monitoring technology for aging in place: scoping review

D Kim, H Bian, CK Chang, L Dong, J Margrett - Interactive journal of …, 2022 - i-jmr.org
Background: For successful aging-in-place strategy development, in-home monitoring
technology is necessary as a new home modification strategy. Monitoring an older adult's …

Mapping ethical issues in the use of smart home health technologies to care for older persons: a systematic review

NA Felber, YJ Tian, F Pageau, BS Elger, T Wangmo - BMC Medical Ethics, 2023 - Springer
Background The worldwide increase in older persons demands technological solutions to
combat the shortage of caregiving and to enable aging in place. Smart home health …

Analyzing the elderly users' adoption of smart-home services

D Pal, S Funilkul, V Vanijja, B Papasratorn - IEEE access, 2018 - ieeexplore.ieee.org
A rapid increase in the percentage of elderly people over the past few years has been a
cause of serious concern among the research fraternity worldwide. Active research is being …