A review on deep-learning algorithms for fetal ultrasound-image analysis

MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni… - Medical image …, 2023 - Elsevier
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 …

Artificial intelligence in obstetric ultrasound: an update and future applications

Z Chen, Z Liu, M Du, Z Wang - Frontiers in Medicine, 2021 - frontiersin.org
Artificial intelligence (AI) can support clinical decisions and provide quality assurance for
images. Although ultrasonography is commonly used in the field of obstetrics and …

[HTML][HTML] Learning deep neural networks' architectures using differential evolution. Case study: medical imaging processing

S Belciug - Computers in biology and medicine, 2022 - Elsevier
The COVID-19 pandemic has changed the way we practice medicine. Cancer patient and
obstetric care landscapes have been distorted. Delaying cancer diagnosis or maternal-fetal …

[HTML][HTML] Review on deep learning fetal brain segmentation from Magnetic Resonance images

T Ciceri, L Squarcina, A Giubergia, A Bertoldo… - Artificial intelligence in …, 2023 - Elsevier
Brain segmentation is often the first and most critical step in quantitative analysis of the brain
for many clinical applications, including fetal imaging. Different aspects challenge the …

Artificial intelligence in obstetric ultrasound: A sco** 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 …

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 …

[HTML][HTML] Artificial intelligence in obstetrics

KH Ahn, KS Lee - Obstetrics & Gynecology Science, 2022 - synapse.koreamed.org
This study reviews recent advances on the application of artificial intelligence for the early
diagnosis of various maternal-fetal conditions such as preterm birth and abnormal fetal …

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 …

[HTML][HTML] Deep learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation

S Belciug, DG Iliescu - Journal of Biomedical Informatics, 2023 - Elsevier
The last three years have been a game changer in the way medicine is practiced. The
COVID-19 pandemic changed the obstetrics and gynecology scenery. Pregnancy …

[HTML][HTML] A comprehensive review of the role of artificial intelligence in obstetrics and gynecology

SN Malani IV, D Shrivastava, MS Raka - Cureus, 2023 - ncbi.nlm.nih.gov
The exponential growth of artificial intelligence (AI) has fascinated its application in various
fields and so in the field of healthcare. Technological advancements in theories and learning …