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

Fetal Circulation01:14

Fetal Circulation

1.4K
Fetal circulation is a unique system that facilitates the exchange of gases, nutrients, and waste products between the developing fetus and the mother. This intricate process takes place through a special organ called the placenta.
Two umbilical arteries transport blood from the fetus to the placenta. At the placenta, the blood absorbs oxygen and nutrients while simultaneously eliminating waste products. This oxygen-enriched and nutrient-rich blood then returns to the fetus through one...
1.4K
Assessing Blood pressure using a doppler ultrasound01:19

Assessing Blood pressure using a doppler ultrasound

1.6K
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:
1.6K

You might also read

Related Articles

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

Sort by
Same author

Prevalence of pre-existing neutralizing antibodies to AAV5 and AAV8 in patients with Wilson's disease.

Molecular therapy. Advances·2026
Same author

Engineered acetylcholinesterase-loaded dissolvable microneedles mitigate dermal toxicity by targeting trichlorfon binding and metabolic pathway modulation.

Materials today. Bio·2026
Same author

Three new species of <i>Helicogloea</i> (Phleogenaceae, Atractiellales) from South China.

MycoKeys·2026
Same author

On-Chip Strained Germanium Lasers: A Review.

Nanomaterials (Basel, Switzerland)·2026
Same author

Maternal Autoimmune Disease and Childhood-Onset Type 1 Diabetes: A Nationwide Population-Based Nested Case-Control Study.

Pediatric diabetes·2026
Same author

CsAc-Mediated Dynamic Reconstruction of Chloride Perovskite Films for High-Performance Self-Powered Near-UV Photodetectors.

The journal of physical chemistry letters·2025
Same journal

Correction: Komatsu et al. Three-Dimensional Visualization and Detection of the Pulmonary Venous-Left Atrium Connection Using Artificial Intelligence in Fetal Cardiac Ultrasound Screening. <i>Bioengineering</i> 2026, <i>13</i>, 100.

Bioengineering (Basel, Switzerland)·2026
Same journal

Comparison of CO<sub>2</sub> Laser and Microdebrider in the Surgical Treatment of Pediatric Recurrent Respiratory Papillomatosis: A Retrospective Analysis.

Bioengineering (Basel, Switzerland)·2026
Same journal

Toward More Translational Tumor Models: Breast dECM-Based 3D Systems Capture Native Microenvironmental Cues.

Bioengineering (Basel, Switzerland)·2026
Same journal

Postural Stability Changes During the 4 Phases of the Half Squat: Kinematics Profile of the Center of Pressure and Center of Mass in High-Performance Weightlifters-A Pilot Study.

Bioengineering (Basel, Switzerland)·2026
Same journal

Definite Implant Position as Novel Readout for Effectiveness of Ridge Preservation Indicates to Beneficial Effect of Combined Treatment with Platelet-Rich Fibrin (PRF) and Xenogenic Biomaterial in Bone Regeneration.

Bioengineering (Basel, Switzerland)·2026
Same journal

Trueness and Precision of Intraoral Scanners for 3D-Printed Orthodontic Models with Attachments: An In Vitro Comparative Study.

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

Related Experiment Video

Updated: Sep 10, 2025

Transcutaneous Microcirculatory Imaging in Preterm Neonates
06:27

Transcutaneous Microcirculatory Imaging in Preterm Neonates

Published on: December 31, 2015

8.3K

Evaluating Hemodynamic Changes in Preterm Infants Using Recent YOLO Models.

Li-Cheng Huang1, Zi-Wei Zheng2, Ming-Chih Lin3,4,5,6

  • 1Master's Program of Electroacoustics, Feng Chia University, Taichung 40724, Taiwan.

Bioengineering (Basel, Switzerland)
|August 28, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces a deep learning model using YOLO to detect cardiac issues in preterm infants with patent ductus arteriosus (PDA). The AI accurately assesses cardiac function, aiding in diagnosing PDA-related hemorrhagic complications.

Keywords:
YOLOechocardiographyobject detection

More Related Videos

Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography
09:31

Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography

Published on: January 27, 2023

1.1K
A Swine Model of Neonatal Asphyxia
10:36

A Swine Model of Neonatal Asphyxia

Published on: October 11, 2011

14.4K

Related Experiment Videos

Last Updated: Sep 10, 2025

Transcutaneous Microcirculatory Imaging in Preterm Neonates
06:27

Transcutaneous Microcirculatory Imaging in Preterm Neonates

Published on: December 31, 2015

8.3K
Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography
09:31

Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography

Published on: January 27, 2023

1.1K
A Swine Model of Neonatal Asphyxia
10:36

A Swine Model of Neonatal Asphyxia

Published on: October 11, 2011

14.4K

Area of Science:

  • Medical Imaging
  • Artificial Intelligence in Medicine
  • Neonatal Cardiology

Background:

  • Patent ductus arteriosus (PDA) is common in preterm infants and can lead to serious complications.
  • Accurate assessment of cardiac function is crucial for managing PDA and its associated risks.
  • Current diagnostic methods may have limitations in speed and accuracy for complex cases.

Purpose of the Study:

  • To develop and validate a deep learning-based diagnostic approach for hemorrhagic complications in preterm infants with PDA.
  • To utilize the You Only Look Once (YOLO) algorithm for analyzing echocardiographic parameters.
  • To enhance the evaluation of cardiac function and facilitate early diagnosis.

Main Methods:

  • Employed the You Only Look Once (YOLO) algorithm to analyze echocardiographic ultrasonic waves.
  • Extracted and analyzed five key cardiac parameters: LVET, LVIDd, LVIDs, HES, and RR interval.
  • Developed an ensemble model incorporating derived cardiac indices: ESWS and mVcfc.

Main Results:

  • Achieved high detection accuracies for individual parameters: LVET (97.56%), LVIDd (88.69%), LVIDs (99.50%), HES (82.29%), and RR interval (81.15%).
  • Demonstrated strong performance in assessing cardiac function with mean accuracy rates of 82.33% for ESWS and 90.16% for mVcfc.
  • The ensemble model showed superior performance in parameter detection and cardiac function assessment.

Conclusions:

  • The deep learning approach effectively analyzes echocardiographic data for preterm infants with PDA.
  • This method provides accurate evaluation of cardiac function and aids in diagnosing PDA-related hemorrhagic complications.
  • The YOLO-based system offers a promising tool for improving neonatal care and outcomes.