AIMC Topic: Sleep Quality
Clear Filters Showing 11 to 14 of 14 articles
Global, mesoscale and local investigation into resting state fMRI brain network attributes of sleep quality.
International journal of psychophysiology : official journal of the International Organization of Psychophysiology
Jul 1, 2025
Poor sleep quality has been found to be associated with functional abnormalities in a few regions of the human brain. However, the brain is a dynamic network cooperation system, and it is necessary to study the relationship between sleep quality and ...
Machine learning model based on survey assessment of sleep quality in chronic obstructive pulmonary disease patients.
PloS one
Jan 1, 2025
PURPOSE: The aim is to develop a learning model based on clinical and survey data to assess sleep quality and identify determining factors affecting sleep quality in chronic obstructive pulmonary disease (COPD) patients.
Predicting Sleep Quality via Unsupervised Learning of Cardiac Activity.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2024
While highly important for a person's mood, productivity, and physical performance, perceived sleep quality is challenging to model and, thus, predict with passive means such as physiological and behavioral signals alone. In this paper, we propose a ...
Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data.
Studies in health technology and informatics
Apr 26, 2024
BACKGROUND: This study focuses on the development of a neural network model to predict perceived sleep quality using data from wearable devices. We collected various physiological metrics from 18 participants over four weeks, including heart rate, ph...
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