Role of four-chamber heart ultrasound images in automatic assessment of fetal heart: A systematic understanding
The fetal echocardiogram is useful for monitoring and diagnosing cardiovascular diseases
in the fetus in utero. Importantly, it can be used for assessing prenatal congenital heart …
in the fetus in utero. Importantly, it can be used for assessing prenatal congenital heart …
[HTML][HTML] A comprehensive scoping review on machine learning-based fetal echocardiography analysis
N Hernandez-Cruz, O Patey, C Teng… - Computers in Biology …, 2025 - Elsevier
Fetal echocardiography (ultrasound of the fetal heart) plays a vital role in identifying heart
defects, allowing clinicians to establish prenatal and postnatal management plans. Machine …
defects, allowing clinicians to establish prenatal and postnatal management plans. Machine …
Prenatal diagnosis of hypoplastic left heart syndrome on ultrasound using artificial intelligence: How does performance compare to a current screening programme?
Background Artificial intelligence (AI) has the potential to improve prenatal detection of
congenital heart disease. We analysed the performance of the current national screening …
congenital heart disease. We analysed the performance of the current national screening …
Artificial intelligence in the pediatric echocardiography laboratory: automation, physiology, and outcomes
Artificial intelligence (AI) is frequently used in non-medical fields to assist with automation
and decision-making. The potential for AI in pediatric cardiology, especially in the …
and decision-making. The potential for AI in pediatric cardiology, especially in the …
[HTML][HTML] Artificial Intelligence in Fetal and Pediatric Echocardiography
A Wang, TT Doan, C Reddy, PN Jone - Children, 2024 - mdpi.com
Echocardiography is the main modality in diagnosing acquired and congenital heart disease
(CHD) in fetal and pediatric patients. However, operator variability, complex image …
(CHD) in fetal and pediatric patients. However, operator variability, complex image …
Investigation on ultrasound images for detection of fetal congenital heart defects
S Satish, NHA Rufus - Biomedical Physics & Engineering …, 2024 - iopscience.iop.org
Congenital heart defects (CHD) are one of the serious problems that arise during
pregnancy. Early CHD detection reduces death rates and morbidity but is hampered by the …
pregnancy. Early CHD detection reduces death rates and morbidity but is hampered by the …
Automatic segmentation based on optimization U-Net neural network (OU-NetNN) for fetal cardiac ultrasound images
S Sekar, HA Rufus - International Journal of Information Technology, 2024 - Springer
The primary cause of significant birth defects is congenital heart disease (CHD), which is a
significant worldwide health issue. The method remains a hard challenge because of the …
significant worldwide health issue. The method remains a hard challenge because of the …
Diffusion Models for Unsupervised Anomaly Detection in Fetal Brain Ultrasound
H Mykula, L Gasser, S Lobmaier, JA Schnabel… - … Workshop on Advances …, 2024 - Springer
Ultrasonography is an essential tool in mid-pregnancy for assessing fetal development,
appreciated for its non-invasive and real-time imaging capabilities. Yet, the interpretation of …
appreciated for its non-invasive and real-time imaging capabilities. Yet, the interpretation of …
Adnexal mass segmentation with ultrasound data synthesis
Ovarian cancer is the most lethal gynaecological malignancy. The disease is most
commonly asymptomatic at its early stages and its diagnosis relies on expert evaluation of …
commonly asymptomatic at its early stages and its diagnosis relies on expert evaluation of …