Jove
Visualize
Contact Us
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

Related Experiment Videos

Sleep apnea detection and classification using fuzzy logic: clinical evaluation.

Khaled M Al-Ashmouny1, Ahmed A Morsy, Shahira F Loza

  • 1Department of Systems and Biomedical Engineering, Cairo University, Cairo, Egypt.

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference
|February 7, 2007
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

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

Sort by
Same author

Repurposing doxycycline as an adjunct to sitagliptin in type 2 diabetes mellitus: a randomized controlled study on glycemic, inflammatory, and cardiometabolic outcomes.

Naunyn-Schmiedeberg's archives of pharmacology·2026
Same author

Opioid-sparing multimodal analgesia for post-craniotomy pain: a randomized, double-blind, placebo-controlled trial.

BMC anesthesiology·2025
Same author

New insights into pentoxifylline and α-lipoic acid: Co-administration with clomiphene citrate for ovulation induction in anovulatory women with polycystic ovary syndrome.

Clinical and experimental reproductive medicine·2025
Same author

Consensus Guideline on the Management of Epilepsy in Egypt: A National Delphi Consensus Study.

Epilepsia open·2024
Same author

sEMG-based automatic characterization of swallowed materials.

Biomedical engineering online·2024
Same author

Validating Brain Tumor Reporting and Data System (BT-RADS) as a Diagnostic Tool for Glioma Follow-Up after Surgery.

Biomedicines·2024
Same journal

Highly Articulated Robotic Probe for Minimally Invasive Surgery.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2010
Same journal

Combined peripheral and cortical neural stimulation in motor neurorehabilitation.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2008
Same journal

Embedded assessment algorithms within home-based cognitive computer game exercises for elders.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2008
Same journal

Digital signal processing of the wideband external pulse recorded during cuff deflation: a new way to measure blood pressure.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2008
Same journal

Immune cells detection of the in vivo rejecting heart in USPIO-enhanced magnetic resonance imaging.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2008
Same journal

wHospital: a web-based application with digital signature for drugs dispensing management.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2007
See all related articles

This study presents a simpler, more accurate system for detecting and classifying sleep apnea (SA). Its low cost and potential for screening make it a valuable tool for diagnosing breathing disorders.

Area of Science:

  • Medical Devices
  • Respiratory Medicine
  • Signal Processing

Background:

  • Sleep apnea syndromes require accurate detection and classification.
  • Previous systems for sleep apnea diagnosis can be complex and costly.
  • A simplified system utilizing breathing signals was previously developed.

Purpose of the Study:

  • To clinically evaluate a novel system for sleep apnea detection and classification.
  • To assess the system's accuracy, simplicity, and potential as a screening device.

Main Methods:

  • The system utilizes nasal flow, thorax, and abdomen movement signals.
  • Apnea detection employs a series of two engines using only nasal flow data.
  • Classification of apnea types (obstructive, central, hypopnea) uses the center of gravity of abnormal segments.

Related Experiment Videos

Main Results:

  • The system demonstrated simplicity and enhanced accuracy compared to existing methods.
  • Clinical evaluation confirmed the system's effectiveness in detecting and classifying sleep apnea.
  • The system successfully differentiated between obstructive, central, and hypopnea events.

Conclusions:

  • The proposed system is a viable and accurate tool for sleep apnea diagnosis.
  • Its simplified design and low implementation cost offer significant potential for widespread screening.
  • Further clinical application of this system is warranted for respiratory disorder management.