[HTML][HTML] Detecting anomalies in daily activity routines of older persons in single resident smart homes: Proof-of-concept study

ZK Shahid, S Saguna, C Åhlund - JMIR aging, 2022 - aging.jmir.org
Background One of the main challenges of health monitoring systems is the support of older
persons in living independently in their homes and with relatives. Smart homes equipped …

[HTML][HTML] Acceptability of a health care app with 3 user interfaces for older adults and their caregivers: design and evaluation study

JC Kim, S Saguna, C Åhlund - JMIR Human Factors, 2023 - humanfactors.jmir.org
Background: The older population needs solutions for independent living and reducing the
burden on caregivers while maintaining the quality and dignity of life. Objective: The aim of …

Internet-of-Things (IoT) in healthcare and social services–experiences of a sensor system for notifications of deviant behaviours in the home from the users' …

K Hjelm, L Hedlund - Health Informatics Journal, 2022 - journals.sagepub.com
Studies on use of IT in residential care are limited; thus, there is a need for investigations to
understand both older people's and nursing staff's perspectives on experiences of new …

Multiarmed bandits for sleep recognition of elderly living in single-resident smart homes

ZK Shahid, S Saguna, C Åhlund - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Sleep is an essential activity that affects an individual's health and ability to perform activities
of daily living (ADL). Inadequate sleep reduces cognitive capacity and leads to health …

Recognizing long-term sleep behaviour change using clustering for elderly in smart homes

ZK Shahid, S Saguna, C Åhlund - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The need for smart healthcare tools and techniques has increased due to the availability of
low-cost IoT sensors and devices and the growing aging population in the world. Early …

Augmented reality-assisted healthcare system for caregivers in smart regions

JC Kim, S Saguna, C Åhlund… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The rise in the aging population worldwide is already negatively impacting healthcare
systems due to the lack of resources. It is envisioned that the development of novel Internet …

Outlier detection in iot data for elderly care in smart homes

ZK Shahid, S Saguna, C Åhlund - 2023 IEEE 20th Consumer …, 2023 - ieeexplore.ieee.org
IoT-enabled innovative elderly healthcare facilitated by machine learning (ML) can address
the challenges pertaining to the global aging population. For instance, it can enable the …

17 Combination of Sensors-Based Monitoring System and Internet of Things (IoT)

MA Islam, KZ Mostofa, H Mohafez… - Non-Invasive Health …, 2024 - books.google.com
Information and communication technologies (ICTs) are now fundamental to modern human
civilization, providing access to information and connections with the outside world. The IoT …

Recognizing Seasonal Sleep Patterns of Elderly in Smart Homes Using Clustering

ZK Shahid, S Saguna, C Ahlund - 2024 IEEE 21st Consumer …, 2024 - ieeexplore.ieee.org
Smart homes can facilitate older adults to live independently longer in their homes. One of
the most important activities affecting the health and well-being of the elderly is sleep …

Human Behaviour Recognition of Elderly in Single-Resident IoT Enabled Smart Homes: An Applied Machine Learning Approach

Z Shahid - 2024 - diva-portal.org
Background: One of the main challenges of health monitoring systems is the support of older
persons in living independently in their homes and with relatives. Smart homes equipped …