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 …
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 …
Addressing class imbalance in deep learning for small lesion detection on medical images
Deep learning methods utilizing Convolutional Neural Networks (CNNs) have led to
dramatic advances in automated understanding of medical images. However, in many …
dramatic advances in automated understanding of medical images. However, in many …
Multi-task learning for quality assessment of fetal head ultrasound images
It is essential to measure anatomical parameters in prenatal ultrasound images for the
growth and development of the fetus, which is highly relied on obtaining a standard plane …
growth and development of the fetus, which is highly relied on obtaining a standard plane …
Automatic fetal biometry prediction using a novel deep convolutional network architecture
MG Oghli, A Shabanzadeh, S Moradi, N Sirjani… - Physica Medica, 2021 - Elsevier
Purpose Fetal biometric measurements face a number of challenges, including the presence
of speckle, limited soft-tissue contrast and difficulties in the presence of low amniotic fluid …
of speckle, limited soft-tissue contrast and difficulties in the presence of low amniotic fluid …
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 …
Artificial intelligence in prenatal ultrasound diagnosis
F He, Y Wang, Y Xiu, Y Zhang, L Chen - Frontiers in medicine, 2021 - frontiersin.org
The application of artificial intelligence (AI) technology to medical imaging has resulted in
great breakthroughs. Given the unique position of ultrasound (US) in prenatal screening, the …
great breakthroughs. Given the unique position of ultrasound (US) in prenatal screening, the …
A systematic review on intracranial aneurysm and hemorrhage detection using machine learning and deep learning techniques
SN Ahmed, P Prakasam - Progress in Biophysics and Molecular Biology, 2023 - Elsevier
The risk of discovering an intracranial aneurysm during the initial screening and follow-up
screening are reported as around 11%, and 7% respectively (Zuurbie et al., 2023) to these …
screening are reported as around 11%, and 7% respectively (Zuurbie et al., 2023) to these …
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 …
Ensemble transfer learning for fetal head analysis: from segmentation to gestational age and weight prediction
Ultrasound is one of the most commonly used imaging methodologies in obstetrics to
monitor the growth of a fetus during the gestation period. Specifically, ultrasound images are …
monitor the growth of a fetus during the gestation period. Specifically, ultrasound images are …