A review of image processing methods for fetal head and brain analysis in ultrasound images

HR Torres, P Morais, B Oliveira, C Birdir… - Computer methods and …, 2022 - Elsevier
Background and objective Examination of head shape and brain during the fetal period is
paramount to evaluate head growth, predict neurodevelopment, and to diagnose fetal …

Automated measurement of fetal head circumference using 2D ultrasound images

TLA van den Heuvel, D de Bruijn, CL de Korte… - PloS one, 2018 - journals.plos.org
In this paper we present a computer aided detection (CAD) system for automated
measurement of the fetal head circumference (HC) in 2D ultrasound images for all trimesters …

Portable ultrasound technologies for estimating gestational age in pregnant women: a scoping review and analysis of commercially available models

AJ Eggleston, E Farrington, S McDonald, S Aziz - BMJ open, 2022 - bmjopen.bmj.com
Objectives To identify all available studies assessing the use of portable ultrasound devices
for pregnant women, with the specific aim of finding evidence for devices used to determine …

A regression framework to head-circumference delineation from US fetal images

MC Fiorentino, S Moccia, M Capparuccini… - Computer methods and …, 2021 - Elsevier
Abstract Background and Objectives Measuring head-circumference (HC) length from
ultrasound (US) images is a crucial clinical task to assess fetus growth. To lower intra-and …

[HTML][HTML] A framework for analysis of linear ultrasound videos to detect fetal presentation and heartbeat

MA Maraci, CP Bridge, R Napolitano… - Medical image …, 2017 - Elsevier
Confirmation of pregnancy viability (presence of fetal cardiac activity) and diagnosis of fetal
presentation (head or buttock in the maternal pelvis) are the first essential components of …

[HTML][HTML] Computer-aided diagnosis for fetal brain ultrasound images using deep convolutional neural networks

B Xie, T Lei, N Wang, H Cai, J Xian, M He… - International journal of …, 2020 - Springer
Purpose Fetal brain abnormalities are some of the most common congenital malformations
that may associated with syndromic and chromosomal malformations, and could lead to …

Efficient fetal ultrasound image segmentation for automatic head circumference measurement using a lightweight deep convolutional neural network

W Zeng, J Luo, J Cheng, Y Lu - Medical Physics, 2022 - Wiley Online Library
Purpose Fetal head circumference (HC) is an important biometric parameter that can be
used to assess fetal development in obstetric clinical practice. Most of the existing methods …

Automatic image quality assessment and measurement of fetal head in two-dimensional ultrasound image

L Zhang, NJ Dudley, T Lambrou… - Journal of Medical …, 2017 - spiedigitallibrary.org
Owing to the inconsistent image quality existing in routine obstetric ultrasound (US) scans
that leads to a large intraobserver and interobserver variability, the aim of this study is to …

Detection of fetal cardiac chamber three vessel trachea view using deep learning

AI Sapitri, S Nurmaini, DP Rini… - 2022 9th …, 2022 - ieeexplore.ieee.org
In fetal cardiology, echocardiographic imaging has been shown to aid in the diagnosis of
fetal monitoring for the development of fetal heart function. The small heart size and the lack …

Ultrasound fetal image segmentation techniques: a review

SJ Sree, C Vasanthanayaki - Current Medical Imaging, 2019 - ingentaconnect.com
Background: This paper reviews segmentation techniques for 2D ultrasound fetal images.
Fetal anatomy measurements derived from the segmentation results are used to monitor the …