A review of image processing methods for fetal head and brain analysis in ultrasound images
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 …
paramount to evaluate head growth, predict neurodevelopment, and to diagnose fetal …
Automated localization and segmentation techniques for B-mode ultrasound images: A review
B-mode ultrasound imaging is used extensively in medicine. Hence, there is a need to have
efficient segmentation tools to aid in computer-aided diagnosis, image-guided interventions …
efficient segmentation tools to aid in computer-aided diagnosis, image-guided interventions …
Segmentation and classification in MRI and US fetal imaging: recent trends and future prospects
J Torrents-Barrena, G Piella, N Masoller… - Medical Image …, 2019 - Elsevier
Fetal imaging is a burgeoning topic. New advancements in both magnetic resonance
imaging and (3D) ultrasound currently allow doctors to diagnose fetal structural …
imaging and (3D) ultrasound currently allow doctors to diagnose fetal structural …
[HTML][HTML] BEAN: brain extraction and alignment network for 3D fetal neurosonography
Brain extraction (masking of extra-cerebral tissues) and alignment are fundamental first
steps of most neuroimage analysis pipelines. The lack of automated solutions for 3D …
steps of most neuroimage analysis pipelines. The lack of automated solutions for 3D …
[HTML][HTML] Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning
The quantification of subcortical volume development from 3D fetal ultrasound can provide
important diagnostic information during pregnancy monitoring. However, manual …
important diagnostic information during pregnancy monitoring. However, manual …
Medical image segmentation based on level set and isoperimetric constraint
L Gui, C Li, X Yang - Physica Medica, 2017 - Elsevier
Level set based methods are being increasingly used in image segmentation. In these
methods, various shape constraints can be incorporated into the energy functionals to obtain …
methods, various shape constraints can be incorporated into the energy functionals to obtain …
Three‐dimensional models of the segmented human fetal brain generated by magnetic resonance imaging
Y Yamaguchi, R Miyazaki, M Kamatani… - Congenital …, 2018 - Wiley Online Library
Recent advances in imaging technology have enabled us to obtain more detailed images of
the human fetus in a nondestructive and noninvasive manner. Through detailed images …
the human fetus in a nondestructive and noninvasive manner. Through detailed images …
MR image segmentation and bias field estimation based on coherent local intensity clustering with total variation regularization
X Tu, J Gao, C Zhu, JZ Cheng, Z Ma, X Dai… - Medical & biological …, 2016 - Springer
Though numerous segmentation algorithms have been proposed to segment brain tissue
from magnetic resonance (MR) images, few of them consider combining the tissue …
from magnetic resonance (MR) images, few of them consider combining the tissue …
Multi-atlas segmentation and spatial alignment of the human embryo in first trimester 3D ultrasound
Segmentation and spatial alignment of ultrasound (US) imaging data acquired in the in first
trimester are crucial for monitoring human embryonic growth and development throughout …
trimester are crucial for monitoring human embryonic growth and development throughout …
Quantitative imaging: quantification of liver shape on CT using the statistical shape model to evaluate hepatic fibrosis
M Hori, T Okada, K Higashiura, Y Sato, YW Chen… - Academic radiology, 2015 - Elsevier
Rationale and Objectives To investigate the usefulness of the statistical shape model (SSM)
for the quantification of liver shape to evaluate hepatic fibrosis. Materials and Methods …
for the quantification of liver shape to evaluate hepatic fibrosis. Materials and Methods …