Related Experiment Video

Updated: Oct 20, 2025

Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea
07:54

Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea

Published on: December 6, 2016

20.1K

Beyond the apnea-hypopnea index: alternative diagnostic parameters and machine learning solutions for estimation of

Timo Leppänen1,2,3, Sami Myllymaa1,2, Antti Kulkas1,4

  • 1Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.

Sleep
|September 13, 2021
PubMed
Abstract

No abstract available in PubMed .

More Related Videos

Multi-Modal Home Sleep Monitoring in Older Adults
07:40

Multi-Modal Home Sleep Monitoring in Older Adults

Published on: January 26, 2019

7.8K
Asthma Detection Research Based on Voice Signal Processing and Machine Learning
04:04

Asthma Detection Research Based on Voice Signal Processing and Machine Learning

Published on: July 22, 2025

556

Related Experiment Videos

Last Updated: Oct 20, 2025

Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea
07:54

Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea

Published on: December 6, 2016

20.1K
Multi-Modal Home Sleep Monitoring in Older Adults
07:40

Multi-Modal Home Sleep Monitoring in Older Adults

Published on: January 26, 2019

7.8K
Asthma Detection Research Based on Voice Signal Processing and Machine Learning
04:04

Asthma Detection Research Based on Voice Signal Processing and Machine Learning

Published on: July 22, 2025

556

Related Concept Videos

Sleep Apnea01:21

Sleep Apnea

242
Sleep apnea is a condition where breathing stops intermittently during sleep, often leading to significant health issues. Each episode can last from 10 to 20 seconds or more and is frequently accompanied by a brief arousal from sleep. This disturbance, largely unnoticed by the individual, can lead to severe daytime fatigue. Commonly, individuals seek help after being informed by their partners about loud snoring and noticeable breathing pauses during sleep.
The condition is more prevalent among...
242
Physical Assessment of the Respiratory Tract II: Inspection01:27

Physical Assessment of the Respiratory Tract II: Inspection

485
Physical assessment of the respiratory tract through inspection is a crucial step in understanding the patient's respiratory health. It provides insights into the functioning of the respiratory system, the musculoskeletal structure, and even the patient's nutritional status. This comprehensive approach involves observing several vital aspects: chest configuration, breathing patterns, respiratory rates, skin color, and use of accessory muscles.
Chest Configuration
The chest configuration...
485

Articles linked to this work by shared authors, journal, and citation graph.

Machine learning prediction of the change in sleepiness following continuous positive airway pressure in obstructive sleep apnea: a multi-cohort analysis.

Sleep·2026

The Relative Contributions of Arousal Presence and Arousal Intensity to Post-Respiratory-Event Ventilation in Obstructive Sleep Apnea.

Journal of sleep research·2026

Automated deep learning-based arousal detection complies with ten expert scorers in unseen data.

Sleep·2026

Respiratory event type and duration modulate PPG waveforms in OSA.

Physiological measurement·2026

Hypnodensity sleep metrics from fingertip photoplethysmography are better associated with daytime sleepiness and fatigue than traditional metrics from polysomnography.

Pulmonology·2026

Electromyography Frequency Spectrum Is a Better Indicator of Sleep Bruxism Severity Related to Temporomandibular Disorder Pain Than Conventional Masticatory Muscle Activation and Bruxism Time Indices-A Pilot Study.

Journal of sleep research·2026

Hypoxic Burden from Obstructive Sleep Apnoea is Increased in Pacific Islanders with distinct Pathophysiological Traits.

Sleep·2026

Acoustic enhancement of slow wave sleep improves memory retention by coordinating brain oscillatory rhythms and autonomic activity.

Sleep·2026

SIK3 isoforms and PKA phosphorylation sites differentially regulate sleep and circadian rhythms.

Sleep·2026

EEG spectral analysis of nighttime sleep and daytime MSLTs and neurocognitive evaluations in obstructive sleep apnea patients with residual sleepiness.

Sleep·2026

The ups and downs of heart rate during sleep: a source of heterogeneity in individuals with obstructive sleep apnoea.

Sleep·2026

Brain MRI Changes Following Continuous Positive Airway Pressure Therapy in Adults with Obstructive Sleep Apnea: A Systematic Review.

Sleep·2026

A hematoma location-based nomogram for individualized prediction of thalamic pain after spontaneous thalamic hemorrhage.

Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology·2026

Digital Balance Biomarkers and Interpretable Evaluation of Disease Severity in Spinocerebellar Ataxia Type 3.

Annals of the New York Academy of Sciences·2026

Serum baseline tryptase levels across chronic kidney disease stages: A retrospective report.

The journal of allergy and clinical immunology. Global·2026

Early continence and postoperative urodynamic findings after single-port transvesical robot-assisted radical prostatectomy: a preliminary prospective physiologic case series.

Translational andrology and urology·2026

Anatomy-guided prediction of complications after hypospadias repair: development and multicenter validation of stratified machine learning models.

Translational andrology and urology·2026

Noninvasive Estimation of Post-TIPS Portosystemic Pressure Gradient Using 4D Flow MRI Relative Pressure Mapping and CT-Based CFD Driven by MRI-Derived Inflow: A Retrospective Validation Study.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance·2026
See all related articles
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies
Jove
Visualize
Contact Us