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 …
Evolving the era of 5D ultrasound? A systematic literature review on the applications for artificial intelligence ultrasound imaging in obstetrics and gynecology
E Jost, P Kosian, J Jimenez Cruz, S Albarqouni… - Journal of Clinical …, 2023 - mdpi.com
Artificial intelligence (AI) has gained prominence in medical imaging, particularly in
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …
A mobile-optimized artificial intelligence system for gestational age and fetal malpresentation assessment
Background Fetal ultrasound is an important component of antenatal care, but shortage of
adequately trained healthcare workers has limited its adoption in low-to-middle-income …
adequately trained healthcare workers has limited its adoption in low-to-middle-income …
Recent advances in machine learning applied to ultrasound imaging
M Micucci, A Iula - Electronics, 2022 - mdpi.com
Machine learning (ML) methods are pervading an increasing number of fields of application
because of their capacity to effectively solve a wide variety of challenging problems. The …
because of their capacity to effectively solve a wide variety of challenging problems. The …
Artificial intelligence in pregnancy: A sco** review
Artificial Intelligence has been widely applied to a majority of research areas, including
health and medicine. Certain complications or disorders that can appear during pregnancy …
health and medicine. Certain complications or disorders that can appear during pregnancy …
Toward deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via ultrasound images
Several reviews have been conducted regarding artificial intelligence (AI) techniques to
improve pregnancy outcomes. But they are not focusing on ultrasound images. This survey …
improve pregnancy outcomes. But they are not focusing on ultrasound images. This survey …
Combining deep learning and intelligent biometry to extract ultrasound standard planes and assess early gestational weeks
Y Pei, LE, C Dai, J Han, H Wang, H Liang - European Radiology, 2023 - Springer
Objectives To develop and validate a fully automated AI system to extract standard planes,
assess early gestational weeks, and compare the performance of the developed system to …
assess early gestational weeks, and compare the performance of the developed system to …
Training in Ultrasound to Determine Gestational Age (TUDA): evaluation of a novel education package to teach ultrasound-naive midwives basic obstetric ultrasound …
AC Viner, G Membe-Gadama, S Whyte… - Frontiers in Global …, 2022 - frontiersin.org
Introduction Although ultrasound to determine gestational age is fundamental to the
optimum management of pregnancy and is recommended for all women by the World Health …
optimum management of pregnancy and is recommended for all women by the World Health …
Portable ultrasound technologies for estimating gestational age in pregnant women: a sco** review and analysis of commercially available models
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 …
for pregnant women, with the specific aim of finding evidence for devices used to determine …
Portable ultrasound devices for obstetric care in resource-constrained environments: map** the landscape
Background The WHO's recommendations on antenatal care underscore the need for
ultrasound assessment during pregnancy. Given that maternal and perinatal mortality …
ultrasound assessment during pregnancy. Given that maternal and perinatal mortality …