Non-Invasive Biosensing for Healthcare Using Artificial Intelligence: A Semi-Systematic Review

T Islam, P Washington - Biosensors, 2024 - mdpi.com
The rapid development of biosensing technologies together with the advent of deep learning
has marked an era in healthcare and biomedical research where widespread devices like …

Investigating the subjective and objective efficacy of a cognitive behavioural therapy for insomnia (CBT‐I)‐based smartphone app on sleep: A randomised controlled …

A Hinterberger, ES Eigl, RN Schwemlein… - Journal of Sleep …, 2024 - Wiley Online Library
Due to insufficient treatment options for insomnia, effective solutions are urgently needed.
We evaluated the effects of a CBT‐I‐based app combining sleep training with subjective and …

A review of automatic sleep stage classification using machine learning algorithms based on heart rate variability

R Yu, Y Li, K Zhao, F Fan - Sleep and Biological Rhythms, 2024 - Springer
Over the past few decades, the use of heart rate variability (HRV) has expanded significantly
due to its ease of collection, affordability, and its clinical relevance to psychophysiological …

Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography

AH Zhang, A He-Mo, RF Yin, C Li, Y Tang… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

[HTML][HTML] Prevalence of Orthosomnia in a General Population Sample: A Cross-Sectional Study

H Jahrami, K Trabelsi, W Husain, A Ammar… - Brain Sciences, 2024 - mdpi.com
Background/Objectives: Orthosomnia has become a concern in the field of sleep medicine.
The purpose of this cross-sectional study was to estimate the prevalence of orthosomnia in …

Motion as Emotion: Detecting Affect and Cognitive Load from Free-Hand Gestures in VR

P Chua, P Sasikumar, Y Weerasinghe… - arXiv preprint arXiv …, 2024 - arxiv.org
Affect and cognitive load influence many user behaviors. In this paper, we propose Motion
as Emotion, a novel method that utilizes fine differences in hand motion to recognise affect …

Sleep Elf: Pillow Robot that Pats and Sings Child to Sleep Mimicking A Parent

Y Wang, Q Wang, X Sun, C Cao, R Sun - Companion of the 2024 ACM …, 2024 - dl.acm.org
Child sleep problem is a significant concern for parents, persisting from infancy to the school-
age years. Sleep-related issues not only impact a child's health and development but can …

A method for analyzing sleep stage characteristics based on complex networks and very short-term heart rate variability

T He, W Liu, C Huo - Fourth International Conference on …, 2024 - spiedigitallibrary.org
To study the non-EEG sleep assessment method suitable for wearable devices, a complex
network-based sleep stage characteristic analysis method for short-term heart rate variability …

[PDF][PDF] Der Zusammenhang von Insomnie und Herzratenvariabilität bei digitaler Insomnie-Therapie

A Hinterberger, SC Plankl - eplus.uni-salzburg.at
In etwa 10% der Bevölkerung in Europa leiden an Insomnie. Aufgrund dieses Ausmaßes
und der daraus resultierenden Knappheit an Therapieplätzen für die empfohlene kognitive …

[PDF][PDF] Vorhersage der subjektiven Schlafqualität aus Wearables und Herz-Daten mittels maschinellen Lernens

M Reed - eplus.uni-salzburg.at
Die Qualität des Schlafes hat einen erheblichen Einfluss auf das allgemeine Wohlbefinden,
die Gesundheit und die alltägliche Leistungsfähigkeit. Dennoch leiden viele Menschen an …