Skip directly to search
Skip directly to A to Z list
Skip directly to navigation
Skip directly to page options
Skip directly to site content
Start of Search Controls
Search Form Controls
Search The CDC
submit
CDC A-Z Index
MENU
CDC A-Z
SEARCH
A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z
#
Search Form Controls
Search The CDC
submit
CDC A-Z Index
Public Health Genomics and Precision Health Knowledge Base (v9.0)
PHGKB
About
Public Health Genomics Branch
PHGKB Weekly Horizon Scan
Genomics Precision Health Scan
Advanced Molecular Detection Clips
Non-Genomics Precision Health Scan
CDC-authored Publications Scan
Specialized PHGKB
Cancer PHGKB
Diabetes PHGKB
Economic Evaluation PHGKB
Environmental Health PHGKB
Family Health History PHGKB
Health Equity PHGKB
HLBS-PopOmics
Infectious Diseases PHGKB
Implementation Science PHGKB
Neurological Disorders PHGKB
Pharmacogenomics PHGKB
Primary Immune Deficiency Diseases PHGKB
Rare Diseases PHGKB
Reproductive and Child Health PHGKB
All Databases
COVID-19 GPH (47320)
CDC/NIH Web Information Database (32178)
CDC-Authored Genomics and Precision Health Publications Database (5836)
Precision Health Database (63653)
Tier-Classified Guidelines Database (533)
Pathogen Advanced Molecular Detection Database (26729)
All of Us Reports and Publications Database (673)
Human Genome Epidemiology
Human Genome Epidemiology Literature Finder (226416)
Epigenetic Epidemiology Publications Database (22749)
Release Note
Contact Us
Precision Health Database
Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Heart, Lung, Blood and Sleep Disorders
Last data update: Apr 23, 2024
. (Total: 63653 Documents since 2012)
All
Cancer
Diabetes
Economic
Equity
Environmental
FHH
HLBS
ID
Implementation
ND
PGx
PI
Rare
RCH
dataset
All
GPH
Non-GPH
Filtered By
:
Select to fine-tune your search
Disease
Gene
Product Type
Category
Year
Previous
Records 1 - 30 (of 38 Records)
Next
Query Trace:
Enhanced sleep staging with artificial intelligence: a validation study of new software for sleep scoring.
Massimiliano Grassi et al. Front Artif Intell 2023 61278593
Similar articles in PubMed
Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea.
Zachary Strumpf et al. Sleep Health 2023
Similar articles in PubMed
Benchmarking performance of an automatic polysomnography scoring system in a population with suspected sleep disorders.
Bryan Peide Choo et al. Frontiers in neurology 2023 141123935
Similar articles in PubMed
Design and Conceptual Proposal of an Intelligent Clinical Decision Support System for the Diagnosis of Suspicious Obstructive Sleep Apnea Patients from Health Profile.
Manuel Casal-Guisande et al. International journal of environmental research and public health 2023 20(4)
Similar articles in PubMed
Diagnosis of obstructive sleep apnea in children based on the XGBoost algorithm using nocturnal heart rate and blood oxygen feature.
Pengfei Ye et al. American journal of otolaryngology 2023 44(2) 103714
Similar articles in PubMed
Prediction model of obstructive sleep apnea-related hypertension: Machine learning-based development and interpretation study.
Shi Yewen et al. Frontiers in cardiovascular medicine 2022 91042996
Similar articles in PubMed
A Machine Learning Approach for Detecting Idiopathic REM Sleep Behavior Disorder.
Salsone Maria et al. Diagnostics (Basel, Switzerland) 2022 12(11)
Similar articles in PubMed
A Deep Learning Framework for Automatic Sleep Apnea Classification Based on Empirical Mode Decomposition Derived from Single-Lead Electrocardiogram.
Setiawan Febryan et al. Life (Basel, Switzerland) 2022 12(10)
Similar articles in PubMed
Sleep classification using Consumer Sleep Technologies and AI: A review of the current landscape.
Djanian Shagen et al. Sleep medicine 2022 100390-403
Similar articles in PubMed
Enabling Early Obstructive Sleep Apnea Diagnosis With Machine Learning: Systematic Review.
Ferreira-Santos Daniela et al. Journal of medical Internet research 2022 24(9) e39452
Similar articles in PubMed
Logistic regression and artificial neural network-based simple predicting models for obstructive sleep apnea by age, sex, and body mass index.
Kuan Yi-Chun et al. Mathematical biosciences and engineering : MBE 2022 19(11) 11409-11421
Similar articles in PubMed
Automated sleep scoring system using multi-channel data and machine learning.
Arslan Recep Sinan et al. Computers in biology and medicine 2022 146105653
Similar articles in PubMed
Obstructive Sleep Apnoea Syndrome Screening Through Wrist-Worn Smartbands: A Machine-Learning Approach.
Benedetti Davide et al. Nature and science of sleep 2022 14941-956
Similar articles in PubMed
Barriers of artificial intelligence implementation in the diagnosis of obstructive sleep apnea.
Brennan Hannah L et al. Journal of otolaryngology - head & neck surgery = Le Journal d'oto-rhino-laryngologie et de chirurgie cervico-faciale 2022 51(1) 16
Similar articles in PubMed
Diagnosis of Sleep Apnoea Using a Mandibular Monitor and Machine Learning Analysis: One-Night Agreement Compared to in-Home Polysomnography.
Kelly Julia L et al. Frontiers in neuroscience 2022 16726880
Similar articles in PubMed
Deep Learning Application to Clinical Decision Support System in Sleep Stage Classification.
Kim Dongyoung et al. Journal of personalized medicine 2022 12(2)
Similar articles in PubMed
Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks.
Romero Hector E et al. IEEE journal of biomedical and health informatics 2022 PP
Similar articles in PubMed
Detecting obstructive sleep apnea by craniofacial image-based deep learning.
He Shuai et al. Sleep & breathing = Schlaf & Atmung 2022
Similar articles in PubMed
Automated Scoring of Respiratory Events in Sleep with a Single Effort Belt and Deep Neural Networks.
Nassi Thijs-Enagnon et al. IEEE transactions on bio-medical engineering 2021 PP
Similar articles in PubMed
Investigation of Machine Learning and Deep Learning Approaches for Detection of Mild Traumatic Brain Injury from Human Sleep Electroencephalogram.
Vishwanath Manoj et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 2021 20216134-6137
Similar articles in PubMed
Towards Validating the Effectiveness of Obstructive Sleep Apnea Classification from Electronic Health Records Using Machine Learning.
Ramesh Jayroop et al. Healthcare (Basel, Switzerland) 2021 9(11)
Similar articles in PubMed
Integrating domain knowledge with machine learning to detect obstructive sleep apnea: Snore as a significant bio-feature.
Hsu Yu-Ching et al. Journal of sleep research 2021 e13487
Similar articles in PubMed
RobustSleepNet: Transfer learning for automated sleep staging at scale.
Guillot Antoine et al. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society 2021 PP
Similar articles in PubMed
Deep Learning for Diagnosis and Classification of Obstructive Sleep Apnea: A Nasal Airflow-Based Multi-Resolution Residual Network.
Yue Huijun et al. Nature and science of sleep 2021 13361-373
Similar articles in PubMed
Development of digital measures for nighttime scratch and sleep using wrist-worn wearable devices.
Mahadevan Nikhil et al. NPJ digital medicine 2021 4(1) 42
Similar articles in PubMed
Deep Neural Network Sleep Scoring Using Combined Motion and Heart Rate Variability Data.
Haghayegh Shahab et al. Sensors (Basel, Switzerland) 2020 Dec 21(1)
Similar articles in PubMed
A New Wearable System for Home Sleep Apnea Testing, Screening, and Classification.
Manoni Alessandro et al. Sensors (Basel, Switzerland) 2020 Dec 20(24)
Similar articles in PubMed
Severity evaluation of obstructive sleep apnea based on speech features.
Ding Yiming et al. Sleep & breathing = Schlaf & Atmung 2020 Oct
Similar articles in PubMed
Performance Evaluation of the Circadia Contactless Breathing Monitor and Sleep Analysis Algorithm for Sleep Stage Classification.
Lauteslager Timo et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 2020 Jul 20205150-5153
Similar articles in PubMed
The relationship between machine-learning derived sleep parameters and behaviour problems in 3- and 5-year old children; results from the CHILD Cohort study.
Hammam Nevin et al. Sleep 2020 Jun
Similar articles in PubMed
File Formats Help:
How do I view different file formats (PDF, DOC, PPT, MPEG) on this site?
Adobe PDF file
Microsoft PowerPoint file
Microsoft Word file
Microsoft Excel file
Audio/Video file
Apple Quicktime file
RealPlayer file
Text file
Zip Archive file
SAS file
ePub file
Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 23, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
,
National Center on Birth Defects and Developmental Disabilities
TOP