Occupant-centered indoor environmental quality management: Physiological response measuring methods
Recent studies have reported that occupants' physiological responses can be indicators of
indoor environmental quality (IEQ). As a result, there is an emerging demand for devices to …
indoor environmental quality (IEQ). As a result, there is an emerging demand for devices to …
Current status and prospects of automatic sleep stages scoring
The scoring of sleep stages is one of the essential tasks in sleep analysis. Since a manual
procedure requires considerable human and financial resources, and incorporates some …
procedure requires considerable human and financial resources, and incorporates some …
[HTML][HTML] Remote data collection of infant activity and sleep patterns via wearable sensors in the HEALthy Brain and Child Development Study (HBCD)
Abstract The HEALthy Brain and Child Development (HBCD) Study, a multi-site prospective
longitudinal cohort study, will examine human brain, cognitive, behavioral, social, and …
longitudinal cohort study, will examine human brain, cognitive, behavioral, social, and …
Deep learning-enabled sleep staging from vital signs and activity measured using a near-infrared video camera
Conventional sleep monitoring is time-consuming, expensive and uncomfortable, requiring
a large number of contact sensors to be attached to the patient. Video data is commonly …
a large number of contact sensors to be attached to the patient. Video data is commonly …
Overview of the hypnodensity approach to scoring sleep for polysomnography and home sleep testing
P Anderer, M Ross, A Cerny, R Vasko, E Shaw… - Frontiers in …, 2023 - frontiersin.org
Human experts scoring sleep according to the American Academy of Sleep Medicine
(AASM) rules are forced to select, for every 30-second epoch, one out of five stages, even if …
(AASM) rules are forced to select, for every 30-second epoch, one out of five stages, even if …
Non-contact monitoring of human cardiorespiratory activity during sleep using FMCW millimeter wave radar
Millimeter wave radar can be utilized for non-contact, long-term, and accurate health
monitoring. This paper presents an application for vital signs detection including respiratory …
monitoring. This paper presents an application for vital signs detection including respiratory …
Effect of closed-loop vibration stimulation on sleep quality for poor sleepers
Introduction Recent studies have investigated the autonomic modulation method using
closed-loop vibration stimulation (CLVS) as a novel strategy for enhancing sleep quality …
closed-loop vibration stimulation (CLVS) as a novel strategy for enhancing sleep quality …
Sleep Staging Using Wearables and Deep Neural Networks
There is a well-established association between sleep and health status, but the current
gold-standard for analysing sleep, polysomnography, is too disruptive and expensive to …
gold-standard for analysing sleep, polysomnography, is too disruptive and expensive to …
Macro-Sleep Staging With ECG-Derived Instantaneous Heart Rate and Respiration Signals and Multi-Input 1D CNN-BiGRU
Millions of people worldwide are affected by sleep disorders. Polysomnography (PSG) is a
type of sleep study that is used to diagnose sleep disorders, such as using sleep staging …
type of sleep study that is used to diagnose sleep disorders, such as using sleep staging …
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography
Study Objectives: We investigate using Mamba-based deep learning approaches for sleep
staging on signals from ANNE One (Sibel Health, Evanston, IL), a minimally intrusive dual …
staging on signals from ANNE One (Sibel Health, Evanston, IL), a minimally intrusive dual …