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

Equipments Used To Measure Blood Pressure01:30

Equipments Used To Measure Blood Pressure

789
Direct Method
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
789
Assessing Blood pressure using a doppler ultrasound01:19

Assessing Blood pressure using a doppler ultrasound

1.2K
To obtain accurate blood pressure measurements in clinical settings, especially when traditional methods are insufficient, healthcare professionals utilize the Doppler ultrasound technique. This method uses high-frequency sound waves to detect blood flow within the arteries, which is crucial for patients with conditions that complicate circulatory system assessment.
Pre-Procedural Guidelines for Doppler Ultrasound Blood Pressure Assessment:
Preparation of Equipment:
1.2K
Pulse rhythm01:30

Pulse rhythm

754
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
754
Special considerations while measuring blood pressure01:28

Special considerations while measuring blood pressure

701
When assessing blood pressure (BP), healthcare professionals must consider various factors and potential unexpected outcomes to ensure accurate readings and provide proper patient care. Adhering to these guidelines is essential to achieving the most reliable results.
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.
701
Special considerations while measuring pulse01:13

Special considerations while measuring pulse

553
Assessing a patient's pulse is a fundamental skill in healthcare, but certain situations require special attention:
553
Doppler Effect - II01:05

Doppler Effect - II

3.3K
The Doppler effect has several practical, real-world applications. For instance, meteorologists use Doppler radars to interpret weather events based on the Doppler effect. Typically, a transmitter emits radio waves at a specific frequency toward the sky from a weather station. The radio waves bounce off the clouds and precipitation and travel back to the weather station. The radio frequency of the waves reflected back to the station appears to decrease if the clouds or precipitation are moving...
3.3K

You might also read

Related Articles

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

Sort by
Same author

Energy-Efficient Resource Allocation Scheme Based on Reinforcement Learning in Distributed LoRa Networks.

Sensors (Basel, Switzerland)·2025
Same author

A Novel Deep Learning Model for Human Skeleton Estimation Using FMCW Radar.

Sensors (Basel, Switzerland)·2025
Same author

A Non-Invasive Approach for Facial Action Unit Extraction and Its Application in Pain Detection.

Bioengineering (Basel, Switzerland)·2025
Same author

A Comparison Study of Person Identification Using IR Array Sensors and LiDAR.

Sensors (Basel, Switzerland)·2025
Same author

Non-Contact Cross-Person Activity Recognition by Deep Metric Ensemble Learning.

Bioengineering (Basel, Switzerland)·2024
Same author

Heart Rate Estimation Considering Reconstructed Signal Features Based on Variational Mode Decomposition via Multiple-Input Multiple-Output Frequency Modulated Continuous Wave Radar.

Sensors (Basel, Switzerland)·2024
Same journal

RETRACTED: Zhang et al. A Novel Framework for Reconstruction and Imaging of Target Scattering Centers via Wide-Angle Incidence in Radar Networks. <i>Sensors</i> 2025, <i>25</i>, 6802.

Sensors (Basel, Switzerland)·2026
Same journal

Enhancing Unsupervised Multi-Source Domain Adaptation for Person Re-Identification via Mixture of Experts and Graph-Based Relation.

Sensors (Basel, Switzerland)·2026
Same journal

Development of an Instrumented Glove for Palmar Pressure Assessment in Kayakers.

Sensors (Basel, Switzerland)·2026
Same journal

Development and Experimental Validation of an Autonomous IoT-Based Monitoring System for Real-Time Water Quality Assessment in the Amazon River.

Sensors (Basel, Switzerland)·2026
Same journal

Semi-Supervised Adversarial Learning Framework for Controller Area Network Bus Intrusion Detection.

Sensors (Basel, Switzerland)·2026
Same journal

Smart Optimization Method for Safety Signs in Innovative Manufacturing Environments Integrating Industrial Field IoT Sensors and Knowledge Graphs.

Sensors (Basel, Switzerland)·2026
See all related articles

Related Experiment Video

Updated: May 28, 2025

Remote Magnetic Navigation for Accurate, Real-time Catheter Positioning and Ablation in Cardiac Electrophysiology Procedures
09:13

Remote Magnetic Navigation for Accurate, Real-time Catheter Positioning and Ablation in Cardiac Electrophysiology Procedures

Published on: April 21, 2013

27.8K

Accurate Cardiac Duration Detection for Remote Blood Pressure Estimation Using mm-Wave Doppler Radar.

Shengze Wang1, Mondher Bouazizi2, Siyuan Yang2

  • 1Graduate School of Science and Technology, Keio University, Yokohama 223-8522, Japan.

Sensors (Basel, Switzerland)
|February 13, 2025
PubMed
Summary
This summary is machine-generated.

This study presents a novel radar model for touch-free blood pressure estimation by accurately detecting cardiac activity. The system achieves precise measurements even during normal breathing, offering a significant advancement in continuous health monitoring.

Keywords:
Doppler radarblood pressurecardiac movement detection

More Related Videos

Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation
08:10

Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation

Published on: July 20, 2022

1.6K
Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System
10:17

Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System

Published on: April 11, 2025

365

Related Experiment Videos

Last Updated: May 28, 2025

Remote Magnetic Navigation for Accurate, Real-time Catheter Positioning and Ablation in Cardiac Electrophysiology Procedures
09:13

Remote Magnetic Navigation for Accurate, Real-time Catheter Positioning and Ablation in Cardiac Electrophysiology Procedures

Published on: April 21, 2013

27.8K
Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation
08:10

Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation

Published on: July 20, 2022

1.6K
Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System
10:17

Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System

Published on: April 11, 2025

365

Area of Science:

  • Biomedical Engineering
  • Signal Processing
  • Cardiovascular Technology

Background:

  • Accurate blood pressure (BP) monitoring is vital for cardiovascular health management.
  • Existing BP measurement methods often require physical contact or breath-holding, limiting continuous monitoring.
  • Subtle cardiac motions crucial for BP estimation are challenging to detect with radar due to noise and respiration interference.

Purpose of the Study:

  • To develop a radar-based model for contactless and continuous blood pressure estimation.
  • To enhance the detection of subtle cardiac activities for improved BP monitoring accuracy.
  • To overcome limitations of previous radar-based methods, particularly interference from respiration and noise.

Main Methods:

  • Implementation of an integrated-spectrum waveform derived from short-time Fourier transform (STFT) for capturing minute cardiac activities.
  • Application of a hidden semi-Markov model (HSMM) and a U-net model for cardiac feature extraction from the integrated spectrum.
  • Focus on energy changes from high-frequency vibrations, effectively filtering out respiration and noise.

Main Results:

  • Significant reduction in root mean square error (RMSE) for interbeat intervals (87.5%), systolic time (88.7%), and diastolic time (73.1%).
  • Achieved comparable prediction accuracy during normal breathing, unlike prior methods requiring breath-holding.
  • Reported low errors for diastolic BP (3.98±5.81 mmHg) and systolic BP (6.52±7.51 mmHg).

Conclusions:

  • The proposed radar-based model enables accurate, touch-free blood pressure monitoring.
  • The integrated-spectrum waveform and advanced feature extraction effectively isolate cardiac signals.
  • This technology holds promise for continuous, non-invasive cardiovascular health assessment.