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IoT-Based Wireless Polysomnography Intelligent System for Sleep Monitoring
2018
IEEE Access
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In this paper, we implement an IoT-based wireless polysomnography system for sleep monitoring, which utilizes a batterypowered, miniature, wireless, portable, and multipurpose recorder. ...
The proposed system can facilitate the long-term tracing and research of personal sleep monitoring at home. INDEX TERMS Polysomnography (PSG), JAVA, Internet of Things, wireless, sleep monitoring. ...
TABLE 4 . 4 Relative errors on time spent in each sleep stage.
VOLUME 6, 2018 C.-T. Lin et al.: IoT-Based Wireless PSG Intelligent System for Sleep Monitoring ...
doi:10.1109/access.2017.2765702
fatcat:ydjvbudnsnfrxcoepb3atkxr7y
Neural Cryptography with Fog Computing Network for Health Monitoring Using IoMT
2023
Computer systems science and engineering
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Sleep apnea syndrome (SAS) is a breathing disorder while a person is asleep. The traditional method for examining SAS is Polysomnography (PSG). ...
For diagnosing SA, the Oxygen saturation (SpO2) sensor device is popularly used for monitoring the heart rate and blood oxygen level. ...
Moreover, IoT produces Wireless Sensor Networks (WSN), smart technologies, cloud network, and so on [8] . ...
doi:10.32604/csse.2023.024605
fatcat:rcep6cvhm5brxb3gkveovipm4u
Titration and Follow‐up for Home Noninvasive Positive Pressure Ventilation in Chronic Obstructive Pulmonary Disease: the potential role of Tele‐monitoring and the Internet of things
2021
Clinical Respiratory Journal
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Reliable tele-monitoring and transmission of clinical parameters from home to hospitals has prompted the development of IoT-based home NIPPV. ...
IoT-based management of home NIPPV, such as home titration and follow-up with the use of tele-monitoring, are emerging and yielding positive findings. ...
Starting NIPPV at home with the help of IoT-based monitoring might be an option and would alleviate the burden on the healthcare system. ...
doi:10.1111/crj.13352
pmid:33705593
fatcat:o4nqizbmuvawtojwrfzxorpppm
Technological Features of Internet of Things in Medicine: A Systematic Mapping Study
2020
Wireless Communications and Mobile Computing
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of the applications being supported by the mobile/IoT operating systems in order to provide connection possibility among all IoT devices in medicine, exploiting wireless communication technologies such ...
We reviewed how cloud, wearable technologies, wireless communication technologies, messaging protocols, security methods, development boards, microcontrollers, mobile/IoT operating systems, and programming ...
cloud
RFID, Wi-Fi, Bluetooth,
3G/4G
Android
24
IoT-based wireless
polysomnography
intelligent system for sleep
monitoring
2018 [57]
-
Bluetooth
TI MSP430
Java,
MATLAB
25
An IoT-enabled ...
doi:10.1155/2020/9238614
fatcat:hj7x2pqxybh27ochjm3hi7mbru
The Development of IoT Tele-Insomnia Framework to Monitor Sleep Disorder
2019
International Journal of Advanced Trends in Computer Science and Engineering
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This condition requires a clinical test through a monitoring process that includes EEG, BP, Pulse and Stress status. Due to limited sleep laboratory facilities and medical equipment for insomnia. ...
This paper proposes an initial Tele-insomnia framework that enables the rural patients to be tested for sleep disorder remotely. ...
ACKNOWLEDGEMENT Authors would also like to thank and acknowledge the Universitas Nasional, Jakarta, Indonesia and Universiti Teknikal Malaysia Melaka, Malaysia for allowing this research to accomplish. ...
doi:10.30534/ijatcse/2019/25862019
fatcat:aqtvikiifjct5galvy4d5xb5ya
A Smart System for Sleep Monitoring by Integrating IoT With Big Data Analytics
2018
IEEE Access
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For these reasons, this research presents an innovative system for both to detect and support of treatment of OSA of elderly people by monitoring multiple factors such as sleep environment, sleep status ...
Therefore, a real-time monitoring of this disorder is a critical need in healthcare solutions. There are several systems for OSA detection. ...
THE ARCHITECTURE OF IoT-BIG BASED SLEEP APNEA MONITORING SYSTEM
A. ...
doi:10.1109/access.2018.2849822
fatcat:3frkfj35kreczept6pr3jpxdpu
Heart Rate Monitoring with Smart Wearables using Edge Computing
2020
International Journal of Advanced Computer Science and Applications
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The goal of this study is to improve an IoT monitoring system by enabling realtime heart rate monitoring and analysis, also to assess the use of PPG sensors in smart wearables compared to other clinicaltested ...
The application can then transmit the pre-processed measurements to the cloud server for monitoring or further analysis, i.e. to assess the health of users' heart. ...
Li et al. (2017) [20] proposes a monitoring system based on IoT for heart rate. ...
doi:10.14569/ijacsa.2020.0110317
fatcat:j2kwnfscbvgetjfzrvrjeqv34a
Wearable health devices and personal area networks: can they improve outcomes in haemodialysis patients?
2020
Nephrology, Dialysis and Transplantation
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For a BAN to become clinical reality, not only must technical issues, cybersecurity and data privacy be addressed, but also adequate models based on artificial intelligence and mathematical analysis need ...
Moreover, the potential of WHD and BAN can only be fulfilled if they are part of a transformative healthcare system with a shared responsibility between patients, healthcare providers and the payors, using ...
FIGURE 2 : 2 Example of a 'clinical intelligence system' [4] . ...
doi:10.1093/ndt/gfaa015
pmid:32162666
pmcid:PMC7066542
fatcat:nm6ofbp2a5bu3hs5bv7i3wl5am
IoT Healthcare: Design of Smart and Cost-Effective Sleep Quality Monitoring System
2020
Journal of Sensors
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This study highlights the implementation of an intelligent and smart sleep quality monitoring system using IoT on a variant number of people with minimum expense rate. ...
The development of the Internet of Things (IoT) technology purports the preambles to build a consistent and cost-effective system to monitor the sleep quality of patients. ...
This paper is aimed at proposing a low-cost and intelligent method of monitoring sleep patterns using IoT. ...
doi:10.1155/2020/8882378
fatcat:oozdb7s6p5etng6nwqjur4qfqm
The future of sleep health: a data-driven revolution in sleep science and medicine
2020
npj Digital Medicine
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These developments make accurate sleep monitoring at scale a possibility for the first time. ...
In recent years, there has been a significant expansion in the development and use of multi-modal sensors and technologies to monitor physical activity, sleep and circadian rhythms. ...
ARTIFICIAL INTELLIGENCE-BASED SLEEP MODELLING Once sleep data has been pre-processed, data modelling can be commenced for different applications. ...
doi:10.1038/s41746-020-0244-4
pmid:32219183
pmcid:PMC7089984
fatcat:srzhls4bt5a6vk3yyr57sdmtta
Index
[chapter]
2021
Digital Health
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in wireless monitoring and sensors, 87À88 Wireless power transfer, 198 Wireless sensor networks (WSNs), 184 WSN-based patient monitoring, 184 use of device over time, 312À313 wearable activity trackers ...
Wi-Fi, 7, 156À157 Wildlife monitoring, 134À135 Wireless Body Area Networks (WBAN), 153 Wireless communication and power, 198 Wireless data monitoring unit, 87 Wireless monitoring, 87 technological advancement ...
doi:10.1016/b978-0-12-818914-6.00030-2
fatcat:s7qvg4z545gv3nwc3luiaoppz4
Noncontact Sleep Monitoring System under a Mattress
2021
IEEE Access
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SleepMatrix is a sleep monitoring system that consists of two parts: a front-end sensor array and a cloud-edge data processing system. ...
The data-driven system, based on the Internet of Things, can be flexibly deployed in environments from homes to transportation, and a variety of centralized control and monitoring functions can be flexibly ...
RESEARCH PROGRAM The SleepMatrix noncontact sleep monitoring system is composed of a sleeping mattress and a data center [12] . The two components are interconnected through a wireless network. ...
doi:10.1109/access.2021.3102281
fatcat:w2z3lh66ejdrtc2n7vaevfjmse
IoT-Based Home Monitoring: Supporting Practitioners' Assessment by Behavioral Analysis
2019
Sensors
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The ACTIVAGE project aims at promoting IoT (Internet of Things)-based solutions for Active and Healthy ageing. ...
A Wireless Sensor Kit based on Wi-Fi connectivity was suitably engineered and realized to monitor behavioral aspects, possibly relevant to health and wellbeing assessment. ...
IoT Wireless Sensor Kit The IoT wireless sensor kit is composed of several different elements, which are used to continuously monitor and extract relevant behavioral information. ...
doi:10.3390/s19143238
fatcat:i4aceuffxbeonnclbt2hqlsifi
Artificial intelligence applications in pulmonology and its advantages during the pandemic period
Göğüs hastalıklarında yapay zeka uygulamaları ve pandemi döneminde sağladığı avantajlar
2021
Turkish Journal of Tuberculosis & Thorax
Göğüs hastalıklarında yapay zeka uygulamaları ve pandemi döneminde sağladığı avantajlar
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Computer based programs; diagnostic algorithms, surgical support and robotic systems developed on the basis of patient data are increasingly used in the drug development industry. ...
Artificial intelligence methods can act as a simulation of the human mind and intelligence, resulting in the analysis and classification of complex data in a short time. ...
Examples include performing polysomnography in a home environment with the help of wearable devices and transferring them to the system recording sleep disorders (49) (50) (51) (52) (53) (54) . ...
doi:10.5578/tt.20219710
pmid:34581159
fatcat:aqsxbpuezzd5vnv3dxa27eoj6m
Sensing of Life Activities at the Human-Microwave Frontier
2021
IEEE Journal of Microwaves
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sensing, blood pressure monitoring, and sleep medicine. ...
Modern microwave radar technologies and systems are taking important roles in healthcare, security, and human-machine interface by remote sensing of human life activities. ...
Another system was studied in [85] for wireless sleep apnea detection, as shown in Fig. 6 . ...
doi:10.1109/jmw.2020.3030722
fatcat:p7ys76vc6nenzomqmvtarzmloq
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