Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities

Y Ge, A Taha, SA Shah, K Dashtipour… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …

Human action recognition in smart living services and applications: context awareness, data availability, personalization, and privacy

G Diraco, G Rescio, A Caroppo, A Manni, A Leone - Sensors, 2023 - mdpi.com
Smart living, an increasingly prominent concept, entails incorporating sophisticated
technologies in homes and urban environments to elevate the quality of life for citizens. A …

A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson's disease prediction using freezing of gait: a biometric application

Z Habib, MA Mughal, MA Khan, A Hamza… - Multimedia Tools and …, 2024 - Springer
Parkinson's disease (PD) disorder is caused by the imbalance of inhibitory dopamine and
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …

FedStack: Personalized activity monitoring using stacked federated learning

T Shaik, X Tao, N Higgins, R Gururajan, Y Li… - Knowledge-Based …, 2022 - Elsevier
Recent advances in remote patient monitoring (RPM) systems can recognize various human
activities to measure vital signs, including subtle motions from superficial vessels. There is a …

[HTML][HTML] Discrete human activity recognition and fall detection by combining FMCW RADAR data of heterogeneous environments for independent assistive living

U Saeed, SY Shah, SA Shah, J Ahmad, AA Alotaibi… - Electronics, 2021 - mdpi.com
Human activity monitoring is essential for a variety of applications in many fields, particularly
healthcare. The goal of this research work is to develop a system that can effectively detect …

[HTML][HTML] In-home older adults' activity pattern monitoring using depth sensors: A review

MS Momin, A Sufian, D Barman, P Dutta, M Dong… - Sensors, 2022 - mdpi.com
The global population is aging due to many factors, including longer life expectancy through
better healthcare, changing diet, physical activity, etc. We are also witnessing various …

Prediction of successful aging using ensemble machine learning algorithms

Z Asghari Varzaneh, M Shanbehzadeh… - BMC Medical Informatics …, 2022 - Springer
Background Aging is a chief risk factor for most chronic illnesses and infirmities. The growth
in the aged population increases medical costs, thus imposing a heavy financial burden on …

Computational Intelligence Ethical Issues in Health Care

NU Sama, K Zen, NZ Jhanjhi, M Humayun - Computational Intelligence in …, 2024 - Springer
Over the past ten years, a significant influx of multi-modality material has contributed to the
rapid growth of data analytics' significance in health informatics. As a result, there is a …

Real-time posture identification system for wheelchair users preventing the generation of pressure ulcers

AX Gonzalez-Cely, CF Blanco-Diaz… - … on Human-Machine …, 2024 - ieeexplore.ieee.org
Prevention is key to avoid pressure ulcer generation in people with mobility restrictions. In
recent years, preventive medicine has focused on posture control by considering people …

[HTML][HTML] A review of thermal array sensor-based activity detection in smart spaces using AI

CI Nwakanma, GO Anyanwu, LAC Ahakonye, JM Lee… - ICT Express, 2024 - Elsevier
Nowadays, research works into the dynamic and static human activities on Smart spaces
abounds. Artificial Intelligence (AI) and low cost non-privacy invasive ambient sensors have …