Neuroimaging and machine learning for dementia diagnosis: recent advancements and future prospects

MR Ahmed, Y Zhang, Z Feng, B Lo… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
Dementia, a chronic and progressive cognitive declination of brain function caused by
disease or impairment, is becoming more prevalent due to the aging population. A major …

A systematic review and implementation of IoT-based pervasive sensor-enabled tracking system for dementia patients

PP Ray, D Dash, D De - Journal of medical systems, 2019 - Springer
Abstract In today's world, 46.8 million people suffer from brain related diseases. Dementia is
most prevalent of all. In general scenario, a dementia patient lacks proper guidance in …

A flexible and pervasive IoT-based healthcare platform for physiological and environmental parameters monitoring

M Haghi, S Neubert, A Geissler… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The concentration in the new era of healthcare is the medical Internet of Things (IoT)
according to preventive and prediction (p 2 Health). In large scale and general perspective …

Healthedge: Task scheduling for edge computing with health emergency and human behavior consideration in smart homes

H Wang, J Gong, Y Zhuang, H Shen… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Nowadays, a large amount of services are deployed on the edge of the network from the
cloud since processing data at the edge can reduce response time and lower bandwidth …

[HTML][HTML] Deploying the behavioral and environmental sensing and intervention for cancer smart health system to support patients and family caregivers in managing …

V LeBaron, R Alam, R Bennett, L Blackhall, K Gordon… - JMIR cancer, 2022 - cancer.jmir.org
Background Distressing cancer pain remains a serious symptom management issue for
patients and family caregivers, particularly within home settings. Technology can support …

BESI: behavioral and environmental sensing and intervention for dementia caregiver empowerment—Phases 1 and 2

A Bankole, MS Anderson, N Homdee… - American Journal of …, 2020 - journals.sagepub.com
Background and Objectives: Caregiver burden associated with dementia-related agitation is
one of the commonest reasons a community-dwelling person with dementia (PWD) …

Unobtrusive interaction: a systematic literature review and expert survey

TCK Kwok, P Kiefer, M Raubal - Human–Computer Interaction, 2024 - Taylor & Francis
Unobtrusiveness has been highlighted as an important design principle in Human-
Computer Interaction (HCI). However, the understanding of unobtrusiveness in the literature …

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 …

Agitation monitoring and prevention system for dementia caregiver empowerment

N Homdee, R Alam, JA Hayes, T Hamid, J Park… - Computer, 2019 - ieeexplore.ieee.org
Dementia caregiver burden associated with patient agitation is one of the most common
reasons for the institutionalization of a person with dementia. We developed an integrative …

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 …