On the early diagnosis of Alzheimer's Disease from multimodal signals: A survey
Abstract Introduction The number of Alzheimer's Disease (AD) patients is increasing with
increased life expectancy and 115.4 million people are expected to be affected in 2050 …
increased life expectancy and 115.4 million people are expected to be affected in 2050 …
Detecting agitation and aggression in people with dementia using sensors—a systematic review
Agitation and aggression are among the most challenging symptoms of dementia. Agitated
persons with dementia can harm themselves, their caregivers, or other patients in a care …
persons with dementia can harm themselves, their caregivers, or other patients in a care …
Wearable multimodal sensors for the detection of behavioral and psychological symptoms of dementia using personalized machine learning models
A Iaboni, S Spasojevic, K Newman… - Alzheimer's & …, 2022 - Wiley Online Library
Introduction Behavioral and psychological symptoms of dementia (BPSD) signal distress or
unmet needs and present a risk to people with dementia and their caregivers. Variability in …
unmet needs and present a risk to people with dementia and their caregivers. Variability in …
Intelligent assistive technology devices for persons with dementia: a sco** review
Assistive technology (AT) with context-aware computing and artificial intelligence
capabilities can be applied to address cognitive and communication impairments …
capabilities can be applied to address cognitive and communication impairments …
A pilot study to detect agitation in people living with dementia using multi-modal sensors
People living with dementia (PLwD) often exhibit behavioral and psychological symptoms,
such as episodes of agitation and aggression. Agitated behavior in PLwD causes distress …
such as episodes of agitation and aggression. Agitated behavior in PLwD causes distress …
Daad: A framework for detecting agitation and aggression in people living with dementia using a novel multi-modal sensor network
With an increase in the population of older adults, the number of cases with dementia also
increases. People living with dementia (PLwD) exhibit various behavioral and psychological …
increases. People living with dementia (PLwD) exhibit various behavioral and psychological …
Inferring physical agitation in dementia using smartwatch and sequential behavior models
R Alam, M Anderson, A Bankole… - 2018 IEEE EMBS …, 2018 - ieeexplore.ieee.org
Caregivers of community-dwelling persons with dementia (PWD) often struggle with
challenging and stressful circumstances associated with agitation episodes of the PWD …
challenging and stressful circumstances associated with agitation episodes of the PWD …
Multiple-instance learning for sparse behavior modeling from wearables: Toward dementia-related agitation prediction
R Alam, A Bankole, M Anderson… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
Agitation in persons with dementia (PWD) poses major health risks both for themselves and
for their caregivers. Passive sensing based continuous behavior tracking can prevent the …
for their caregivers. Passive sensing based continuous behavior tracking can prevent the …
Wi-Gitation: Replica Wi-Fi CSI Dataset for Physical Agitation Activity Recognition
Agitation is a commonly found behavioral condition in persons with advanced dementia. It
requires continuous monitoring to gain insights into agitation levels to assist caregivers in …
requires continuous monitoring to gain insights into agitation levels to assist caregivers in …
Monitoring and detection of agitation in dementia: Towards real-time and big-data solutions
The changing demographic profile of the population has potentially challenging social,
geopolitical, and financial consequences for individuals, families, the wider society, and …
geopolitical, and financial consequences for individuals, families, the wider society, and …