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 Concept Videos

Sleep Apnea01:21

Sleep Apnea

227
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...
227
Sleep-Wake Cycles01:24

Sleep-Wake Cycles

1.7K
Sleep is an essential physiological process vital to maintaining overall well-being. The reticular activating system (RAS), a network of neurons in the brainstem, regulates wakefulness and sleep. While it may seem passive, sleep consists of distinct cycles, each with its unique characteristics and functions. Two key sleep phases are non-rapid eye movement (NREM) and  rapid eye movement (REM).
NREM Sleep
NREM sleep comprises four progressive stages that seamlessly merge:
1.7K

You might also read

Related Articles

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

Sort by
Same author

Kalman-Normalized GSR Analysis for Real-Time Stress Quantification in Wearable Systems.

International journal of telemedicine and applications·2025
Same author

Author Correction: Contribution of infection and vaccination to population-level seroprevalence through two COVID waves in Tamil Nadu, India.

Scientific reports·2024
Same author

Contribution of infection and vaccination to population-level seroprevalence through two COVID waves in Tamil Nadu, India.

Scientific reports·2024
Same author

pH-sensitive tangeretin-ZnO quantum dots exert apoptotic and anti-metastatic effects in metastatic lung cancer cell line.

Materials science & engineering. C, Materials for biological applications·2018
Same author

Transcriptional regulation of fibronectin by p21-activated kinase-1 modulates pancreatic tumorigenesis.

Oncogene·2014

Related Experiment Video

Updated: Sep 21, 2025

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

An Enhanced Posture Prediction-Bayesian Network Algorithm for Sleep Posture Recognition in Wireless Body Area

A Roshini1, K V D Kiran1

  • 1Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, AP, India.

International Journal of Telemedicine and Applications
|June 1, 2022
PubMed
Summary
This summary is machine-generated.

This study introduces a novel Bayesian network for in-bed sleep posture monitoring, crucial for patients with respiratory issues. The system enhances health monitoring accuracy using wireless body area networks and mesh topology.

More Related Videos

Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

10.8K
A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation
11:06

A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation

Published on: April 12, 2016

10.5K

Related Experiment Videos

Last Updated: Sep 21, 2025

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
Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

10.8K
A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation
11:06

A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation

Published on: April 12, 2016

10.5K

Area of Science:

  • Biomedical Engineering
  • Health Informatics
  • Wireless Sensor Networks

Background:

  • Traditional health monitoring often focuses on active postures, neglecting critical in-bed sleep monitoring.
  • Patients recovering from surgery, or with breathing problems like COVID-19, require continuous sleep posture surveillance due to high mortality risks.
  • The prone sleep posture is medically recommended for maintaining oxygen levels in vulnerable patients.

Purpose of the Study:

  • To develop an accurate and reliable system for in-bed sleep posture prediction.
  • To address the limitations of centralized monitoring systems in healthcare.
  • To improve patient outcomes through enhanced monitoring during sleep.

Main Methods:

  • Utilized wireless body area networks (WBANs) with a distributed mesh topology for data relay.
  • Integrated heartbeat rate (HBR) and image monitoring during sleep.
  • Developed a posture prediction-Bayesian network (PP-BN) model for consecutive posture recognition.

Main Results:

  • The proposed PP-BN model demonstrated superior accuracy in posture prediction compared to existing algorithms.
  • The system effectively utilizes physiological signals and image data for sleep monitoring.
  • The mesh topology facilitated efficient data transmission in a distributed network.

Conclusions:

  • The PP-BN model offers a significant advancement in sleep posture monitoring for at-risk patients.
  • This approach enhances patient safety and supports medical recommendations for prone sleeping.
  • The developed system provides a more accurate and robust solution for continuous health surveillance.