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Advancing mental health predictions through sleep posture analysis: a stacking ensemble learning approach
Sleep posture is closely related to sleep quality, and can offer insights into an individual’s health. This correlation can potentially aid in the...
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A novel in-bed body posture monitoring for decubitus ulcer prevention using body pressure distribution map**
BackgroundDecubitus ulcers are prevalent among the aging population due to a gradual decline in their overall health, such as nutrition, mental...
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Influence of Postural Intervention During the Sleep Period on Back Pain, Quality of Life and Sleep Quality in Young Adults
Human health may have several problems that occur when sleep disturbances are verified, causing a loss in the quality of life, autonomic dysfunction...
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Monitor Respiration Rate and Sleep Position Using Multi-task Learning
The literature strongly supports the significance of gauging breathing rate and analyzing sleep position data as determinants influencing sleep...
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Technologies for sleep monitoring at home: wearables and nearables
Sleep is an essential part of our lives and daily sleep monitoring is crucial for maintaining good health and well-being. Traditionally, the gold...
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Body Movement Analysis During Sleep Based on Ultra-wideband Communication Channel Impulse Response Measurement
The study introduces an innovative non-invasive method using Ultra-Wideband (UWB) technology for monitoring body movements during sleep. Conducted at...
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Physiological parameters extraction by contactless accelerometric signal analysis during sleep
Since sleep problems, like sleep apnea, may pose a serious health concern, the quality of a person’s sleep is a good indicator of overall wellbeing....
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Sleep postures monitoring based on capacitively coupled electrodes and deep recurrent neural networks
BackgroundCapacitively coupled electrode (CC electrode), as a non-contact and unobtrusive technology for measuring physiological signals, has been...
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Evaluation of a Contactless Accelerometer Sensor System for Heart Rate Monitoring During Sleep
The monitoring of a patient's heart rate (HR) is critical in the diagnosis of diseases. In the detection of sleep disorders, it also plays an...
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RANC-Based Hardware Implementation of Spiking Neural Network for Slee** Posture Classification
Numerous studies have proven that slee** position classification plays an essential role in medical diagnosis. Currently, spiking neural networks...
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A Sensing Platform to Monitor Sleep Efficiency
Sleep plays a fundamental role in the human life. Sleep research is mainly focused on the understanding of the sleep patterns, stages and duration....
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A Study of BCG Signal-based Sleep Classification Technology through Ensemble Running Signal Processing and Piezoelectric Sensor Surface Material Change
Because drowsy driving increases the incidence of traffic accidents and leads to fatal accidents, a lot of social attention is needed. The number of...
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Breathmonitor: AI Sleep Apnea Mobile Detector
This proposal describes the on-line AI system for diagnosis and monitoring sleep apnea at home, based on the processing of human respiratory signals...
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Systematic review of automated sleep apnea detection based on physiological signal data using deep learning algorithm: a meta-analysis approach
Sleep apnea (SLA) is a respiratory-related sleep disorder that affects a major proportion of the population. The gold standard in sleep testing,...
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The Design of Sleep Pillow Based on Human Physiological Curvature
Nowadays, with the change of lifestyle, most physical activities are replaced by machines, sitting posture has become the most common learning...
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Human Posture Analysis in Working Capacity Monitoring of Critical Use Equipment Operators
An urgent task is to control the preservation of the health and performance of operators of equipment of high importance. For example, operators of...
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Smart Sleep Mattress Based on Internet of Things Technology
Internet of things (IOT) is a kind of network that connects any object with the Internet through radio frequency identification (RFID), infrared...
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Cognitive Outline Study of Electroencephalogram Signal Patterns Towards Monitoring and Analyzing Sleep Behavioural Disorders
A better consciousness depends on how well your sleep is. Study shows that, sleep disorder become a crucial problem day by day due to work pressure...
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Research on Slee** Posture Recognition Method Based on Pressure Sensor
Using the structure of the butterfly pillow is the most simplest identification method, combined with the pressure sensor. The resistance value of...
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A Review on Psychological Brainwaves Behavior During Sleep: Causes and Diagnosis
There are many factors responsible for improper sleep quality and sleep quantity in day-to-day life manner. Out of these factors, some are more...