[HTML][HTML] In-Bed Monitoring: A Systematic Review of the Evaluation of In-Bed Movements Through Bed Sensors

H Ocagli, C Lanera, C Borghini, NM Khan… - Informatics, 2024 - mdpi.com
The growing popularity of smart beds and devices for remote healthcare monitoring is based
on advances in artificial intelligence (AI) applications. This systematic review aims to …

Recent Advances and Applications of Textile Technology in Patient Monitoring

L Stern, A Roshan Fekr - Healthcare, 2023 - mdpi.com
Sleep monitoring has become a prevalent area of research where body position and
physiological data, such as heart rate and respiratory rate, are monitored. Numerous critical …

CNN-based smart sleep posture recognition system

K Tang, A Kumar, M Nadeem, I Maaz - IoT, 2021 - mdpi.com
Sleep pattern and posture recognition have become of great interest for a diverse range of
clinical applications. Autonomous and constant monitoring of sleep postures provides useful …

A blanket accommodative sleep posture classification system using an infrared depth camera: A deep learning approach with synthetic augmentation of blanket …

AYC Tam, BPH So, TTC Chan, AKY Cheung… - Sensors, 2021 - mdpi.com
Surveillance of sleeping posture is essential for bed-ridden patients or individuals at-risk of
falling out of bed. Existing sleep posture monitoring and classification systems may not be …

Depth-camera-based under-blanket sleep posture classification using anatomical landmark-guided deep learning model

AYC Tam, LW Zha, BPH So, DKH Lai, YJ Mao… - International Journal of …, 2022 - mdpi.com
Emerging sleep health technologies will have an impact on monitoring patients with sleep
disorders. This study proposes a new deep learning model architecture that improves the …

An Enhanced Posture Prediction‐Bayesian Network Algorithm for Sleep Posture Recognition in Wireless Body Area Networks

A Roshini, KVD Kiran - International Journal of Telemedicine …, 2022 - Wiley Online Library
Wireless body area networks have taken their unique recognition in providing consistent
facilities in health monitoring. Several studies influence physiological signal monitoring …

Contactless monitoring of human behaviors in bed using RSSI signals

P Thammachote, C Intongkum, K Sengchuai… - Medical & Biological …, 2023 - Springer
In this paper, contactless monitoring and classification of human activities and sleeping
postures in bed using radio signals is presented. The major contribution of this work is the …

Gerontecnologias e internet das coisas para prevenção de quedas em idosos: revisão integrativa

JL Diniz, VF Sousa, JFV Coutinho, ÍL Araújo… - Acta Paulista de …, 2022 - SciELO Brasil
Objetivo Identificar na literatura as gerontecnologias Internet das Coisas desenvolvidas
para prevenção de acidentes por quedas em idosos. Métodos Revisão integrativa …

Method of bed exit intention based on the internal pressure features in array air spring mattress

F Meng, T Liu, C Meng, J Zhang, Y Zhang, S Guo - Scientific Reports, 2024 - nature.com
With the population ages, many patients are unable to receive comprehensive care, leading
to an increase in hazardous incidents, particularly falls occurring after getting out of bed. To …

A dual fusion recognition model for sleep posture based on air mattress pressure detection

Z Li, Y Zhou, G Zhou - Scientific Reports, 2024 - nature.com
In order to solve the difficult portability problem of traditional non-invasive sleeping posture
recognition algorithms arising from the production cost and computational cost, this paper …