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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 …
[HTML][HTML] 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 …
Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes
XP Burgos-Artizzu, D Coronado-Gutiérrez… - Scientific Reports, 2020 - nature.com
The goal of this study was to evaluate the maturity of current Deep Learning classification
techniques for their application in a real maternal-fetal clinical environment. A large dataset …
techniques for their application in a real maternal-fetal clinical environment. A large dataset …
Recent advances in artificial intelligence-assisted ultrasound scanning
R Tenajas, D Miraut, CI Illana, R Alonso-Gonzalez… - Applied Sciences, 2023 - mdpi.com
Ultrasound (US) is a flexible imaging modality used globally as a first-line medical exam
procedure in many different clinical cases. It benefits from the continued evolution of …
procedure in many different clinical cases. It benefits from the continued evolution of …
Machine learning in fetal cardiology: what to expect
P Garcia-Canadilla, S Sanchez-Martinez… - Fetal diagnosis and …, 2020 - karger.com
In fetal cardiology, imaging (especially echocardiography) has demonstrated to help in the
diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially …
diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially …
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 probe movement guidance for freehand obstetric ultrasound
We present the first system that provides real-time probe movement guidance for acquiring
standard planes in routine freehand obstetric ultrasound scanning. Such a system can …
standard planes in routine freehand obstetric ultrasound scanning. Such a system can …
Autonomous navigation of an ultrasound probe towards standard scan planes with deep reinforcement learning
Autonomous ultrasound (US) acquisition is an important yet challenging task, as it involves
interpretation of the highly complex and variable images and their spatial relationships. In …
interpretation of the highly complex and variable images and their spatial relationships. In …
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 …
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 …