[HTML][HTML] Application scenarios for artificial intelligence in nursing care: rapid review

K Seibert, D Domhoff, D Bruch, M Schulte-Althoff… - Journal of medical …, 2021 - jmir.org
Background Artificial intelligence (AI) holds the promise of supporting nurses' clinical
decision-making in complex care situations or conducting tasks that are remote from direct …

Literature review of machine-learning algorithms for pressure ulcer prevention: Challenges and opportunities

F Ribeiro, F Fidalgo, A Silva, J Metrôlho, O Santos… - Informatics, 2021 - mdpi.com
Pressure ulcers are associated with significant morbidity, resulting in a decreased quality of
life for the patient, and contributing to healthcare professional burnout, as well as an …

A deep learning approach for pressure ulcer prevention using wearable computing

G Cicceri, F De Vita, D Bruneo, G Merlino… - … -centric Computing and …, 2020 - Springer
In recent years, statistics have confirmed that the number of elderly people is increasing.
Aging always has a strong impact on the health of a human being; from a biological of point …

Smart medical beds in patient-care environments of the twenty-first century: a state-of-art survey

I Ghersi, M Mariño, MT Miralles - BMC medical informatics and decision …, 2018 - Springer
Background Recent scientific achievements and technological advances have brought
forward a massive display of new or updated medical devices, enabled with highly …

Survey on the demand for adoption of Internet of Things (IoT)-based services in hospitals: Investigation of nurses' perception in a tertiary university hospital

S Kang, H Baek, E Jung, H Hwang, S Yoo - Applied Nursing Research, 2019 - Elsevier
In hospitals, while the opportunities and challenges of Internet of Things (IoT) applications
are continuously increasing, research on what IoT services are actually in demand in …

Internet of Things in sleep monitoring: An application for posture recognition using supervised learning

G Matar, JM Lina, J Carrier, A Riley… - 2016 IEEE 18th …, 2016 - ieeexplore.ieee.org
In this paper, we propose an Internet of Things (IoT) system application for remote medical
monitoring. The body pressure distribution is acquired through a pressure sensing mattress …

A pressure map dataset for posture and subject analytics

MB Pouyan, J Birjandtalab… - 2017 IEEE EMBS …, 2017 - ieeexplore.ieee.org
Monitoring sleep postures can provide critical information when analyzing an individual's
sleep quality and in-bed behavior. Furthermore, tracking sleep posture over time can play an …

Risk modeling for pressure ulcer formation

I Main, R Miller, T Russell, M Ousdahl - US Patent 9,320,665, 2016 - Google Patents
A method for modelling pressure exposure and/or the risk of pressure ulcer formation
includes steps of using pressure sensors to derive pressure exposure or risk values and …

A review of intelligent sensor-based systems for pressure ulcer prevention

A Silva, J Metrôlho, F Ribeiro, F Fidalgo, O Santos… - Computers, 2021 - mdpi.com
Pressure ulcers are a critical issue not only for patients, decreasing their quality of life, but
also for healthcare professionals, contributing to burnout from continuous monitoring, with a …

In-bed posture classification using deep autoencoders

M Heydarzadeh, M Nourani… - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
Pressure ulcers are high prevalence complications among bed-bound patients which are
not only extremely painful and difficult to treat, but also impose a great burden in our health …