A review on deep-learning algorithms for fetal ultrasound-image analysis
Deep-learning (DL) algorithms are becoming the standard for processing ultrasound (US)
fetal images. A number of survey papers in the field is today available, but most of them are …
fetal images. A number of survey papers in the field is today available, but most of them are …
Towards clinical application of artificial intelligence in ultrasound imaging
Artificial intelligence (AI) is being increasingly adopted in medical research and applications.
Medical AI devices have continuously been approved by the Food and Drug Administration …
Medical AI devices have continuously been approved by the Food and Drug Administration …
Direction-guided and multi-scale feature screening for fetal head–pubic symphysis segmentation and angle of progression calculation
Z Chen, Z Ou, Y Lu, J Bai - Expert Systems with Applications, 2024 - Elsevier
Transperineal ultrasound imaging in the mid-sagittal plane can potentially enable the
objective quantification of the level of fetal head descent in the birth canal by measuring the …
objective quantification of the level of fetal head descent in the birth canal by measuring the …
Artificial intelligence in obstetric ultrasound: A scoping review
R Horgan, L Nehme, A Abuhamad - Prenatal Diagnosis, 2023 - Wiley Online Library
The objective is to summarize the current use of artificial intelligence (AI) in obstetric
ultrasound. PubMed, Cochrane Library, and ClinicalTrials. gov databases were searched …
ultrasound. PubMed, Cochrane Library, and ClinicalTrials. gov databases were searched …
[HTML][HTML] Imaging fetal anatomy
Y Dawood, MFJ Buijtendijk, H Shah, JA Smit… - Seminars in cell & …, 2022 - Elsevier
Due to advancements in ultrasound techniques, the focus of antenatal ultrasound screening
is moving towards the first trimester of pregnancy. The early first trimester however remains …
is moving towards the first trimester of pregnancy. The early first trimester however remains …
MAEF-Net: Multi-attention efficient feature fusion network for left ventricular segmentation and quantitative analysis in two-dimensional echocardiography
The segmentation of cardiac chambers and the quantification of clinical functional metrics in
dynamic echocardiography are the keys to the clinical diagnosis of heart disease. Identifying …
dynamic echocardiography are the keys to the clinical diagnosis of heart disease. Identifying …
Deep learning fetal ultrasound video model match human observers in biometric measurements
S Płotka, A Klasa, A Lisowska… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. This work investigates the use of deep convolutional neural networks (CNN) to
automatically perform measurements of fetal body parts, including head circumference …
automatically perform measurements of fetal body parts, including head circumference …
Anatomically guided cross-domain repair and screening for ultrasound Fetal biometry
J Gao, Q Lao, P Liu, H Yi, Q Kang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Ultrasound based estimation of fetal biometry is extensively used to diagnose prenatal
abnormalities and to monitor fetal growth, for which accurate segmentation of the fetal …
abnormalities and to monitor fetal growth, for which accurate segmentation of the fetal …
Evolving the era of 5D ultrasound? A systematic literature review on the applications for artificial intelligence ultrasound imaging in obstetrics and gynecology
E Jost, P Kosian, J Jimenez Cruz, S Albarqouni… - Journal of Clinical …, 2023 - mdpi.com
Artificial intelligence (AI) has gained prominence in medical imaging, particularly in
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …
TransFSM: Fetal anatomy segmentation and biometric measurement in ultrasound images using a hybrid transformer
Biometric parameter measurements are powerful tools for evaluating a fetus's gestational
age, growth pattern, and abnormalities in a 2D ultrasound. However, it is still challenging to …
age, growth pattern, and abnormalities in a 2D ultrasound. However, it is still challenging to …