[PDF][PDF] Evolutionary Techniques on Fetal Head Segmentation

P Bhalla, RK Sunkaria, A Bedi - AIJR Proceedings, 2021 - researchgate.net
Abstract In Obstetrics, Ultrasound is used to access fetus growth which can be measured by
Head Circumference. Accurate segmentation of fetal head is important for calculating Head …

[PDF][PDF] Fetal ultrasound image segmentation using dilated multi-scale-LinkNet

WF Farsana, N Kowsalya - International Journal of Health Sciences - academia.edu
Ultrasound imaging is routinely conducted for prenatal care in many countries to determine
the health of the fetus, the pregnancy's progress, as well as the baby's due date. The intrinsic …

A regressive encoder-decoder-based deep attention model for segmentation of fetal head in 2D-ultrasound images

S Srivastava, A Vidyarthi, S Jain - Image and Vision Computing, 2023 - Elsevier
Ultrasound imaging is the most commonly used imaging during pregnancy for tracking the
fetus's growth and monitoring other biological parameters. The assessment of the …

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 …

Direct estimation of fetal head circumference from ultrasound images based on regression CNN

J Zhang, C Petitjean, P Lopez… - Medical Imaging with …, 2020 - proceedings.mlr.press
The measurement of fetal head circumference (HC) is performed throughout the pregnancy
as a key biometric to monitor fetus growth. This measurement is performed on ultrasound …

Automated Fetal Head Circumference Measurement by Ultrasound Using V-NET and Data Augmentation

SV Shojaedini, A Sanyian, M Riahi… - Health Management & …, 2024 - jhmi.sums.ac.ir
One of the common methods for monitoring fetal growth is measuring its head circumference
in ultrasound images taken from the mother's womb. In recent years utilizing deep learning …

[引用][C] EP02. 29: A morphology‐based deep learning for fetal head circumference measurement

M Feng, K Xu, Y Liu, Y Liu, B Liu - Ultrasound in Obstetrics & …, 2023 - Wiley Online Library
Objectives During pregnancy, ultrasound imaging is utilised to measure fetal biometrics,
including fetal head circumference. Although deep learning has been applied in numerous …

Improving fetal head contour detection by object localisation with deep learning

B Al-Bander, T Alzahrani, S Alzahrani… - Annual Conference on …, 2019 - Springer
Ultrasound-based fetal head biometrics measurement is a key indicator in monitoring the
conditions of fetuses. Since manual measurement of relevant anatomical structures of fetal …

Automatic Measurement Method for Fetal Head Circumference Based on Convolution Neural Network

C YANG, S LIAO, D CHEN, Y KANG - Journal of Northeastern University … - xuebao.neu.edu.cn
In prenatal ultrasound screening, in order to help doctors measure the fetal head
circumference quickly and accurately on the standard plane of the thalamus, a novel two …

Convolutional neural network to detect and measure fetal skull circumference in ultrasound imaging

EL Skeika, MR Da Luz, BJT Fernandes… - IEEE …, 2020 - ieeexplore.ieee.org
In obstetrics, ultrasound is used for assessment of fetal development during pregnancy. The
images generated by ultrasound are used to obtain measurements of fetal head length …