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 …

[HTML][HTML] Managing elders' wandering behavior using sensors-based solutions: a survey

Q Lin, D Zhang, L Chen, H Ni, X Zhou - International Journal of Gerontology, 2014 - Elsevier
Wandering is one of the most frequent, problematic, and injurious behaviors of elderly
people with dementia. It often leads to negative consequences such as falling and getting …

Movement path tortuosity in free ambulation: relationships to age and brain disease

WD Kearns, JL Fozard, VO Nams - IEEE journal of biomedical …, 2016 - ieeexplore.ieee.org
Ambulation is defined by duration, distance traversed, number and size of directional
changes, and the interval separating successive movement episodes; more complex …

TraMiner: Vision-based analysis of locomotion traces for cognitive assessment in smart-homes

S Zolfaghari, E Khodabandehloo, D Riboni - Cognitive Computation, 2022 - Springer
The rapid increase in the senior population is posing serious challenges to national
healthcare systems. Hence, innovative tools are needed to early detect health issues …

Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia?

J Wojtusiak, RM Nia - Internet of Things, 2021 - Elsevier
Significant number of people with dementia are at risk of wandering and getting lost. These
individuals may get hurt, cause distress to families and caregivers, and require costly search …

Collaborative trajectory mining in smart-homes to support early diagnosis of cognitive decline

E Khodabandehloo, D Riboni - IEEE Transactions on Emerging …, 2020 - ieeexplore.ieee.org
Our ageing world population claims for innovative tools to support healthcare and
independent living. In this article, we address this challenge by introducing a novel system to …

Path tortuosity in everyday movements of elderly persons increases fall prediction beyond knowledge of fall history, medication use, and standardized gait and …

WD Kearns, JL Fozard, M Becker, JM Jasiewicz… - Journal of the American …, 2012 - Elsevier
OBJECTIVES: We hypothesized that variability in voluntary movement paths of assisted
living facility (ALF) residents would be greater in the week preceding a fall compared with …

Prediction of mild cognitive impairment using movement complexity

T Khan, PG Jacobs - IEEE journal of biomedical and health …, 2020 - ieeexplore.ieee.org
Objective: Aimless movement or wandering may be a symptom of mild cognitive impairment
(MCI) that arises as a consequence of confusion and forgetfulness. This paper presents a …

Tracking technology: lessons learned in two health care sites

ME Bowen, CA Wingrave, A Klanchar… - … and Health Care, 2013 - content.iospress.com
The aim of this study is to describe the process of staff and patient adoption and compliance
of a real-time locating system (RTLS) across two health care settings and present lessons …

The role of drones in ambient assisted living systems for the elderly

R Sokullu, A Balcı, E Demir - Enhanced Living Environments: Algorithms …, 2019 - Springer
Following years of restricted military applications, recently unmanned aerial vehicles (UAV)
also known as drones have become the new disruptive force in many industrial and …