HealthXAI: Collaborative and explainable AI for supporting early diagnosis of cognitive decline
E Khodabandehloo, D Riboni… - Future Generation …, 2021 - Elsevier
Our aging society claims for innovative tools to early detect symptoms of cognitive decline.
Several research efforts are being made to exploit sensorized smart-homes and artificial …
Several research efforts are being made to exploit sensorized smart-homes and artificial …
Detection of abnormal behaviour for dementia sufferers using Convolutional Neural Networks
D Arifoglu, A Bouchachia - Artificial intelligence in medicine, 2019 - Elsevier
In recent years, there is a rapid increase in the population of elderly people. However,
elderly people may suffer from the consequences of cognitive decline, which is a mental …
elderly people may suffer from the consequences of cognitive decline, which is a mental …
Identifying and monitoring the daily routine of seniors living at home
As the population in the Western world is rapidly aging, the remote monitoring solutions
integrated into the living environment of seniors have the potential to reduce the care burden …
integrated into the living environment of seniors have the potential to reduce the care burden …
Early anomaly detection in smart home: A causal association rule-based approach
S Hela, B Amel, R Badran - Artificial intelligence in medicine, 2018 - Elsevier
As the world's population grows older, an increasing number of people are facing health
issues. For the elderly, living alone can be difficult and dangerous. Consequently, smart …
issues. For the elderly, living alone can be difficult and dangerous. Consequently, smart …
A framework for detecting and analyzing behavior changes of elderly people over time using learning techniques
A sensor-rich environment can be exploited for elder healthcare applications. In this work,
our objective was to conduct a continuous and long-term analysis of elderly's behavior for …
our objective was to conduct a continuous and long-term analysis of elderly's behavior for …
The illusion of choice in discussing cybersecurity safeguards between older adults with mild cognitive impairment and their caregivers
Although continual online interaction is beneficial for an older adult with mild cognitive
impairment, cybersecurity risks can become more pronounced. Prior work has touted the …
impairment, cybersecurity risks can become more pronounced. Prior work has touted the …
A combination of visual and temporal trajectory features for cognitive assessment in smart home
S Zolfaghari, A Loddo, B Pes… - 2022 23rd IEEE …, 2022 - ieeexplore.ieee.org
The rapid increase of the elderly population and new advances in pervasive computing
technologies allow innovative tools and applications to support independent living for frail …
technologies allow innovative tools and applications to support independent living for frail …
Activity recognition for anomalous situations detection
H Sfar, A Bouzeghoub - IRBM, 2018 - Elsevier
Background Living alone can be tough and risky for the elderly, typically, a fall can have
serious consequences for them. Consequently, smart homes are becoming more and more …
serious consequences for them. Consequently, smart homes are becoming more and more …
Using learning techniques to observe elderly's behavior changes over time in smart home
Smart environments and technology used for elder care, increases independent living time
and cuts long-term care costs. A key requirement for these systems consists in detecting and …
and cuts long-term care costs. A key requirement for these systems consists in detecting and …
Detection of dementia-related abnormal behaviour using recursive auto-encoders
D Arifoglu, Y Wang, A Bouchachia - Sensors, 2021 - mdpi.com
Age-related health issues have been increasing with the rise of life expectancy all over the
world. One of these problems is cognitive impairment, which causes elderly people to have …
world. One of these problems is cognitive impairment, which causes elderly people to have …