BiHeartS: Bilateral Heart Rate from multiple devices and body positions for Sleep measurement Dataset [PDF]
Sleep is the primary mean of recovery from accumulated fatigue and thus plays a crucial role in fostering people's mental and physical well-being. Sleep quality monitoring systems are often implemented using wearables that leverage their sensing capabilities to provide sleep behaviour insights and recommendations to users.
arxiv
Abstract Purpose In radiation oncology, the integration and registration of multiple imaging modalities is a crucial aspect of the diagnosis and treatment planning process. These images are often inherently registered, a useful feature in most cases, but possibly a hindrance when registration modifications are required.
Brian M. Anderson, Casey Bojechko
wiley +1 more source
End-to-End Automatic Sleep Stage Classification Using Spectral-Temporal Sleep Features [PDF]
Sleep disorder is one of many neurological diseases that can affect greatly the quality of daily life. It is very burdensome to manually classify the sleep stages to detect sleep disorders. Therefore, the automatic sleep stage classification techniques are needed.
arxiv
Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data [PDF]
Sleep constitutes a key indicator of human health, performance, and quality of life. Sleep deprivation has long been related to the onset, development, and worsening of several mental and metabolic disorders, constituting an essential marker for preventing, evaluating, and treating different health conditions.
arxiv
A study of sleep hygiene practices and quality of sleep in health professional students
Background: Chronic sleep deprivation is a prevalent yet treatable condition among young adults and teenagers, often resulting from various sleep disorders that negatively affect overall wellbeing in this age group.
Neha D. Gawade+3 more
doaj +1 more source
Integration of Feature Selection Techniques using a Sleep Quality Dataset for Comparing Regression Algorithms [PDF]
This research aims to examine the usefulness of integrating various feature selection methods with regression algorithms for sleep quality prediction. A publicly accessible sleep quality dataset is used to analyze the effect of different feature selection techniques on the performance of four regression algorithms - Linear regression, Ridge regression,
arxiv
The Relationship between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multi-centre Longitudinal Observational Study [PDF]
Research in mental health has implicated sleep pathologies with depression. However, the gold standard for sleep assessment, polysomnography, is not suitable for long-term, continuous, monitoring of daily sleep, and methods such as sleep diaries rely on subjective recall, which is qualitative and inaccurate. Wearable devices, on the other hand, provide
arxiv +1 more source
Development of Personalized Sleep Induction System based on Mental States [PDF]
Sleep is an essential behavior to prevent the decrement of cognitive, motor, and emotional performance and various diseases. However, it is not easy to fall asleep when people want to sleep. There are various sleep-disturbing factors such as the COVID-19 situation, noise from outside, and light during the night.
arxiv
Sleep-wake patterns and sleep quality in urban Georgia
Abstract Objectives Sleep problems represent a worldwide health concern but their prevalence and impacts are unknown in most non-European/North American countries. This study aimed to evaluate sleep-wake patterns, sleep quality and potential correlates of poor sleep in a sample of the urban Georgian ...
Sakhelashvili, Irine+6 more
openaire +4 more sources
Effects of Diet on Sleep Quality [PDF]
There is much emerging information surrounding the impact of sleep duration and quality on food choice and consumption in both children and adults. However, less attention has been paid to the effects of dietary patterns and specific foods on nighttime sleep.
Marie-Pierre St-Onge+2 more
openaire +3 more sources